load library

library(ggplot2)
## Warning: package 'ggplot2' was built under R version 4.3.3
library(dplyr)
## Warning: package 'dplyr' was built under R version 4.3.3
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(tidyr)
## Warning: package 'tidyr' was built under R version 4.3.3
library(plotly)
## Warning: package 'plotly' was built under R version 4.3.3
## 
## Attaching package: 'plotly'
## The following object is masked from 'package:ggplot2':
## 
##     last_plot
## The following object is masked from 'package:stats':
## 
##     filter
## The following object is masked from 'package:graphics':
## 
##     layout

Read csv file

dataStroke <- read.csv("healthcare-dataset-stroke-data.csv", 
                       header = TRUE, na.strings = c("N/A", "NA", " ", ""))
dataStroke
##         id gender age hypertension heart_disease ever_married     work_type
## 1     9046   Male  67            0             1          Yes       Private
## 2    51676 Female  61            0             0          Yes Self-employed
## 3    31112   Male  80            0             1          Yes       Private
## 4    60182 Female  49            0             0          Yes       Private
## 5     1665 Female  79            1             0          Yes Self-employed
## 6    56669   Male  81            0             0          Yes       Private
## 7    53882   Male  74            1             1          Yes       Private
## 8    10434 Female  69            0             0           No       Private
## 9    27419 Female  59            0             0          Yes       Private
## 10   60491 Female  78            0             0          Yes       Private
## 11   12109 Female  81            1             0          Yes       Private
## 12   12095 Female  61            0             1          Yes      Govt_job
## 13   12175 Female  54            0             0          Yes       Private
## 14    8213   Male  78            0             1          Yes       Private
## 15    5317 Female  79            0             1          Yes       Private
## 16   58202 Female  50            1             0          Yes Self-employed
## 17   56112   Male  64            0             1          Yes       Private
## 18   34120   Male  75            1             0          Yes       Private
## 19   27458 Female  60            0             0           No       Private
## 20   25226   Male  57            0             1           No      Govt_job
## 21   70630 Female  71            0             0          Yes      Govt_job
## 22   13861 Female  52            1             0          Yes Self-employed
## 23   68794 Female  79            0             0          Yes Self-employed
## 24   64778   Male  82            0             1          Yes       Private
## 25    4219   Male  71            0             0          Yes       Private
## 26   70822   Male  80            0             0          Yes Self-employed
## 27   38047 Female  65            0             0          Yes       Private
## 28   61843   Male  58            0             0          Yes       Private
## 29   54827   Male  69            0             1          Yes Self-employed
## 30   69160   Male  59            0             0          Yes       Private
## 31   43717   Male  57            1             0          Yes       Private
## 32   33879   Male  42            0             0          Yes       Private
## 33   39373 Female  82            1             0          Yes Self-employed
## 34   54401   Male  80            0             1          Yes Self-employed
## 35   14248   Male  48            0             0           No      Govt_job
## 36     712 Female  82            1             1           No       Private
## 37   47269   Male  74            0             0          Yes       Private
## 38   24977 Female  72            1             0          Yes       Private
## 39   47306   Male  58            0             0           No       Private
## 40   62602 Female  49            0             0          Yes       Private
## 41    4651   Male  78            0             0          Yes       Private
## 42    1261   Male  54            0             0          Yes       Private
## 43   61960   Male  82            0             1          Yes       Private
## 44    1845 Female  63            0             0          Yes       Private
## 45    7937   Male  60            1             0          Yes      Govt_job
## 46   19824   Male  76            1             0          Yes       Private
## 47   37937 Female  75            0             1           No Self-employed
## 48   47472 Female  58            0             0          Yes       Private
## 49   35626   Male  81            0             0          Yes Self-employed
## 50   36338 Female  39            1             0          Yes       Private
## 51   18587 Female  76            0             0           No       Private
## 52   15102   Male  78            1             0          Yes       Private
## 53   59190 Female  79            0             1          Yes       Private
## 54   47167 Female  77            1             0          Yes Self-employed
## 55    8752 Female  63            0             0          Yes      Govt_job
## 56   25831   Male  63            0             1          Yes       Private
## 57   38829 Female  82            0             0          Yes       Private
## 58   66400   Male  78            0             0          Yes       Private
## 59   58631   Male  73            1             0          Yes Self-employed
## 60    5111 Female  54            1             0          Yes      Govt_job
## 61   10710 Female  56            0             0          Yes       Private
## 62   55927 Female  80            1             0          Yes       Private
## 63   65842 Female  67            1             0          Yes Self-employed
## 64   19557 Female  45            0             0          Yes       Private
## 65    7356   Male  75            0             0          Yes       Private
## 66   17013   Male  78            1             0           No       Private
## 67   17004 Female  70            0             0          Yes       Private
## 68   72366   Male  76            0             0          Yes       Private
## 69    6118   Male  59            0             0          Yes       Private
## 70    7371 Female  80            1             0          Yes Self-employed
## 71   70676 Female  76            0             0          Yes      Govt_job
## 72    2326 Female  67            1             0          Yes       Private
## 73   27169 Female  66            1             0          Yes      Govt_job
## 74   50784   Male  63            0             0          Yes       Private
## 75   19773 Female  52            0             0          Yes       Private
## 76   66159 Female  80            0             1          Yes Self-employed
## 77   36236   Male  80            1             0          Yes       Private
## 78   71673 Female  79            0             0          Yes       Private
## 79   45805 Female  51            0             0          Yes       Private
## 80   42117   Male  43            0             0          Yes Self-employed
## 81   57419   Male  59            0             0          Yes       Private
## 82   26015 Female  66            0             0          Yes Self-employed
## 83   26727 Female  79            0             0           No       Private
## 84   66638 Female  68            1             0           No Self-employed
## 85   70042   Male  58            0             0          Yes       Private
## 86   32399   Male  54            0             0          Yes       Private
## 87    3253   Male  61            0             1          Yes       Private
## 88   71796 Female  70            0             1          Yes       Private
## 89   14499   Male  47            0             0          Yes       Private
## 90   49130   Male  74            0             0          Yes       Private
## 91   28291 Female  79            0             1          Yes       Private
## 92   51169   Male  81            0             0          Yes       Private
## 93   66315 Female  57            0             0           No Self-employed
## 94   37726 Female  80            1             0          Yes Self-employed
## 95   54385   Male  45            0             0          Yes       Private
## 96    2458 Female  78            0             0          Yes       Private
## 97   35512 Female  70            0             0          Yes Self-employed
## 98   56841   Male  58            0             1          Yes       Private
## 99    8154   Male  57            1             0          Yes      Govt_job
## 100   4639 Female  69            0             0          Yes      Govt_job
## 101  12363   Male  64            0             1          Yes      Govt_job
## 102  63973 Female  77            0             0          Yes      Govt_job
## 103  45277 Female  74            0             0          Yes       Private
## 104   4712 Female  81            0             1          Yes Self-employed
## 105  33175 Female  57            0             0          Yes      Govt_job
## 106   2346   Male  58            0             0          Yes       Private
## 107  42072 Female  50            1             0          Yes       Private
## 108  12062 Female  54            0             0          Yes Self-employed
## 109  30456 Female  79            0             0          Yes       Private
## 110  59125 Female  53            0             0          Yes      Govt_job
## 111  56546   Male  79            0             1          Yes       Private
## 112  48405   Male  80            0             1          Yes       Private
## 113  36706 Female  76            0             0          Yes Self-employed
## 114  41069 Female  45            0             0          Yes       Private
## 115  71639 Female  68            0             0           No      Govt_job
## 116  53401   Male  71            1             1           No      Govt_job
## 117  60744   Male  61            1             0          Yes Self-employed
## 118   7547   Male  74            0             0          Yes       Private
## 119  31720 Female  38            0             0           No Self-employed
## 120   5563 Female  77            0             0          Yes       Private
## 121  68798 Female  58            0             0          Yes       Private
## 122  72918 Female  53            1             0          Yes       Private
## 123  13491   Male  80            0             0          Yes       Private
## 124  44033   Male  56            1             0          Yes       Private
## 125  14164 Female  72            0             0          Yes       Private
## 126  50522 Female  72            0             0          Yes      Govt_job
## 127   3352   Male  78            1             0          Yes Self-employed
## 128  70943 Female  80            0             0          Yes       Private
## 129  37132   Male  82            0             0          Yes      Govt_job
## 130  48796 Female  75            0             0          Yes      Govt_job
## 131  53440 Female  73            1             0          Yes       Private
## 132  16817 Female  78            1             0           No       Private
## 133  69551   Male  69            1             0           No       Private
## 134  31563 Female  38            0             0          Yes       Private
## 135  20387 Female  68            1             0          Yes Self-employed
## 136  71279 Female  71            0             0          Yes      Govt_job
## 137  55824   Male  76            0             0          Yes       Private
## 138  11762 Female  76            0             0          Yes       Private
## 139  29281   Male  76            1             0          Yes Self-employed
## 140  30683 Female  75            0             0          Yes       Private
## 141  20439   Male  82            0             1          Yes      Govt_job
## 142  45965 Female  59            0             0          Yes       Private
## 143   8045 Female  74            1             0          Yes       Private
## 144  37651 Female  69            1             1           No Self-employed
## 145  17308 Female  72            1             0          Yes       Private
## 146  67981   Male  66            0             0          Yes       Private
## 147  41241   Male  65            0             0          Yes Self-employed
## 148  62861 Female  78            0             0          Yes       Private
## 149  72081 Female  57            1             0          Yes      Govt_job
## 150  58978 Female  70            0             1          Yes       Private
## 151  11933 Female  79            0             0          Yes       Private
## 152  46703   Male  68            0             1          Yes       Private
## 153  32503 Female  80            0             0          Yes Self-employed
## 154  12482   Male  68            0             0          Yes Self-employed
## 155  56939 Female  55            0             0          Yes Self-employed
## 156  24669 Female  77            0             1          Yes       Private
## 157  43054 Female  50            0             0          Yes       Private
## 158  59437 Female  57            0             0          Yes       Private
## 159  66258 Female  71            0             0          Yes Self-employed
## 160  34567 Female  81            1             0          Yes Self-employed
## 161  50931 Female  76            0             0          Yes       Private
## 162  16590   Male  71            0             1          Yes       Private
## 163  69768 Female   5            0             0           No      children
## 164  20426 Female  78            1             0           No       Private
## 165   3512 Female  70            1             0          Yes Self-employed
## 166  42899   Male  78            0             0          Yes Self-employed
## 167  63453 Female  56            0             0          Yes      Govt_job
## 168  43364   Male  79            1             0          Yes       Private
## 169  44993 Female  79            1             0           No      Govt_job
## 170    210   Male  81            0             0          Yes Self-employed
## 171  28939   Male  64            0             0          Yes Self-employed
## 172  60739 Female  79            1             1           No Self-employed
## 173  67432 Female  60            0             0          Yes       Private
## 174   2182 Female  80            1             0          Yes Self-employed
## 175  40899 Female  78            0             0          Yes Self-employed
## 176  14431   Male  72            1             0          Yes Self-employed
## 177  62466 Female  80            0             0          Yes       Private
## 178  36841   Male  78            1             0          Yes Self-employed
## 179  33486 Female  80            0             0          Yes      Govt_job
## 180  65105   Male  81            0             0          Yes       Private
## 181  54567 Female  46            0             0          Yes       Private
## 182  66204   Male  59            0             0          Yes       Private
## 183  39912 Female  32            0             0          Yes       Private
## 184   8003 Female  77            0             0           No       Private
## 185  28378   Male  61            1             1          Yes       Private
## 186  41081   Male  63            0             0          Yes       Private
## 187  16077   Male  63            0             1          Yes Self-employed
## 188  67895 Female  82            1             1          Yes      Govt_job
## 189  30184   Male  82            0             0          Yes       Private
## 190  66955   Male  61            0             1          Yes       Private
## 191  24905 Female  65            0             0          Yes       Private
## 192  66071   Male  51            1             0          Yes       Private
## 193  36255   Male  59            0             0          Yes Self-employed
## 194  69112   Male  68            1             1          Yes       Private
## 195  23410 Female  72            0             0          Yes       Private
## 196  64373   Male  59            0             0          Yes       Private
## 197  58267   Male  70            1             0          Yes       Private
## 198  35684   Male  69            0             0          Yes       Private
## 199  18937   Male  79            0             0          Yes       Private
## 200    491 Female  74            0             0          Yes Self-employed
## 201  54695   Male  74            0             0          Yes       Private
## 202  68627   Male  80            1             1          Yes       Private
## 203   8580 Female  77            0             0          Yes Self-employed
## 204  28484 Female  78            0             0          Yes Self-employed
## 205  62019   Male  54            0             0          Yes      Govt_job
## 206  51314 Female  78            0             0          Yes       Private
## 207  37060 Female  81            0             0          Yes       Private
## 208  35578   Male  78            0             0           No Self-employed
## 209  54921   Male  78            1             0          Yes Self-employed
## 210  33454 Female  63            0             0          Yes      Govt_job
## 211  33943 Female  39            0             0          Yes       Private
## 212  62439 Female  51            0             0          Yes      Govt_job
## 213  31179   Male  63            0             0          Yes       Private
## 214  66866 Female  48            0             0          Yes       Private
## 215   2548 Female  81            0             0          Yes Self-employed
## 216  68025 Female  79            0             1           No       Private
## 217   2390   Male  78            0             0          Yes Self-employed
## 218  29552 Female  55            1             1          Yes       Private
## 219  25904 Female  76            1             1          Yes Self-employed
## 220  31421   Male  73            0             1          Yes      Govt_job
## 221  20463   Male  81            1             1          Yes       Private
## 222  68023   Male  79            0             0          Yes       Private
## 223  12689 Female  63            0             0          Yes      Govt_job
## 224  54724 Female  81            0             0           No      Govt_job
## 225   8899   Male  49            0             0           No       Private
## 226  39186 Female  57            0             1          Yes       Private
## 227  32729 Female  81            0             0          Yes       Private
## 228  39105   Male  74            0             0          Yes Self-employed
## 229  31154 Female  39            0             0          Yes Self-employed
## 230  69959 Female  80            1             0           No       Private
## 231  10552 Female  81            0             0          Yes Self-employed
## 232  12917 Female  79            0             0          Yes       Private
## 233  68356 Female  73            0             0          Yes Self-employed
## 234  23368 Female  77            1             0          Yes Self-employed
## 235  25974   Male  78            0             0          Yes Self-employed
## 236   1210 Female  68            0             0          Yes       Private
## 237  28493   Male  57            0             0          Yes       Private
## 238  36857   Male  77            0             0          Yes Self-employed
## 239   1836 Female  51            1             0          Yes       Private
## 240  32221   Male  60            0             1          Yes       Private
## 241  10548   Male  66            0             0          Yes       Private
## 242  52282   Male  57            0             0          Yes       Private
## 243  45535   Male  68            0             0          Yes       Private
## 244  40460 Female  68            1             1          Yes       Private
## 245  17739   Male  57            0             0          Yes       Private
## 246  49669 Female  14            0             0           No      children
## 247  27153 Female  75            0             0          Yes Self-employed
## 248  34060   Male  71            1             0          Yes Self-employed
## 249  43424 Female  78            0             0          Yes       Private
## 250  30669   Male   3            0             0           No      children
## 251  30468   Male  58            1             0          Yes       Private
## 252  16523 Female   8            0             0           No       Private
## 253  56543 Female  70            0             0          Yes       Private
## 254  46136   Male  14            0             0           No  Never_worked
## 255  32257 Female  47            0             0          Yes       Private
## 256  52800 Female  52            0             0          Yes       Private
## 257  41413 Female  75            0             1          Yes Self-employed
## 258  15266 Female  32            0             0          Yes       Private
## 259  28674 Female  74            1             0          Yes Self-employed
## 260  10460 Female  79            0             0          Yes      Govt_job
## 261  64908   Male  79            0             1          Yes       Private
## 262  63884 Female  37            0             0          Yes       Private
## 263  37893 Female  37            0             0          Yes       Private
## 264  67855 Female  40            0             0          Yes       Private
## 265  25774   Male  35            0             0           No       Private
## 266  19584 Female  20            0             0           No       Private
## 267  24447 Female  42            0             0          Yes       Private
## 268  49589 Female  44            0             0          Yes      Govt_job
## 269  17986 Female  79            0             1          Yes Self-employed
## 270  29217 Female  65            1             0          Yes       Private
## 271  72911 Female  57            1             0          Yes       Private
## 272  47175 Female  49            0             0          Yes       Private
## 273   4057   Male  71            0             0          Yes       Private
## 274  48588 Female  59            0             0          Yes       Private
## 275  70336 Female  25            0             0          Yes       Private
## 276  66767 Female  67            0             0          Yes      Govt_job
## 277  45801 Female  38            0             0           No       Private
## 278  36275 Female  54            0             0          Yes       Private
## 279  11577 Female  70            0             0          Yes Self-employed
## 280  67210   Male  27            0             0          Yes Self-employed
## 281  29908 Female  47            0             0          Yes       Private
## 282  45222   Male  58            1             0           No       Private
## 283  33759 Female   3            0             0           No      children
## 284  40311 Female  58            0             0          Yes       Private
## 285  26325   Male  14            0             0           No      Govt_job
## 286  65460 Female  32            0             0          Yes       Private
## 287  36811 Female  23            0             0           No       Private
## 288  71750 Female  55            0             0          Yes       Private
## 289  70970 Female  17            0             0           No Self-employed
## 290  42203   Male  59            0             0          Yes       Private
## 291  55680   Male  13            0             0           No      children
## 292  11014   Male   4            0             0           No      children
## 293  44338 Female  16            0             0           No      children
## 294  20980   Male  67            0             0          Yes       Private
## 295  34974 Female  22            0             0           No       Private
## 296  71379 Female  45            0             0          Yes      Govt_job
## 297  58261 Female  66            0             0          Yes       Private
## 298  67318   Male  58            1             0          Yes      Govt_job
## 299  28526   Male  69            0             0          Yes Self-employed
## 300   8831 Female  58            0             0          Yes       Private
## 301  65199 Female  53            0             0          Yes Self-employed
## 302  43454 Female  78            0             0           No Self-employed
## 303   7282   Male  44            0             0          Yes       Private
## 304  18518   Male  66            0             0          Yes       Private
## 305  41648   Male  27            0             0          Yes       Private
## 306  49003   Male  43            0             0          Yes       Private
## 307  16371 Female  13            0             0           No      children
## 308  42807   Male  51            0             0          Yes      Govt_job
## 309  40181 Female  30            0             0          Yes       Private
## 310  66174   Male  46            0             0          Yes Self-employed
## 311  45538 Female  43            0             0          Yes Self-employed
## 312   6319 Female  79            0             0          Yes       Private
## 313  68249 Female  27            0             0          Yes       Private
## 314  55232 Female  38            0             0          Yes       Private
## 315  11120 Female  78            1             0          Yes       Private
## 316  41940   Male  57            0             1          Yes       Private
## 317  72214   Male  61            0             0          Yes Self-employed
## 318  37089 Female  37            1             0          Yes Self-employed
## 319  68614 Female  48            0             0          Yes       Private
## 320   1686 Female  29            0             0           No       Private
## 321  22284   Male  22            0             0           No       Private
## 322  39038   Male  11            0             0           No      children
## 323  21956 Female  22            0             0           No       Private
## 324  52134   Male  53            0             0          Yes       Private
## 325  30171   Male  27            0             0           No      Govt_job
## 326   4480   Male  76            0             0          Yes       Private
## 327   2982 Female  57            1             0          Yes       Private
## 328  65535   Male   8            0             0           No      children
## 329  29865 Female  21            0             0           No       Private
## 330  54918 Female  18            0             0           No       Private
## 331  59368 Female  78            0             0          Yes       Private
## 332  65836 Female  78            1             0          Yes       Private
## 333  21130   Male  33            0             0          Yes Self-employed
## 334   1703 Female  52            0             0          Yes       Private
## 335  16934 Female  51            0             0          Yes Self-employed
## 336  28799   Male  11            0             0           No      children
## 337  32689 Female  48            0             0          Yes       Private
## 338  56357 Female  82            0             1           No       Private
## 339  18051 Female  54            0             0          Yes      Govt_job
## 340  40840 Female  49            0             0          Yes       Private
## 341  10449 Female  24            0             0          Yes       Private
## 342  38805 Female  37            0             0          Yes       Private
## 343  31091   Male  34            0             1          Yes       Private
## 344  45053   Male  64            0             0          Yes      Govt_job
## 345  61837 Female  66            0             0          Yes Self-employed
## 346   9487 Female  23            0             0           No       Private
## 347  49713   Male  68            0             0          Yes       Private
## 348  17608 Female  55            0             0          Yes      Govt_job
## 349  28102 Female  25            0             0           No       Private
## 350   1506 Female  48            0             0           No      Govt_job
## 351  28333 Female  79            1             1          Yes Self-employed
## 352  62608 Female  47            0             0          Yes       Private
## 353  40670 Female  20            0             0           No       Private
## 354   4630 Female  60            0             0          Yes       Private
## 355  21284 Female  32            0             0          Yes       Private
## 356  49421 Female  66            1             0          Yes       Private
## 357   5973   Male  43            0             0          Yes       Private
## 358  42996 Female  36            0             0           No      Govt_job
## 359  66333   Male  52            0             0          Yes Self-employed
## 360  46785 Female  29            0             0          Yes       Private
## 361  54312 Female  76            1             0          Yes Self-employed
## 362  21408 Female  39            0             0          Yes Self-employed
## 363  49916   Male  76            0             0          Yes       Private
## 364   7559 Female   5            0             0           No      children
## 365  71038   Male  34            0             0          Yes       Private
## 366  69037 Female  72            0             0          Yes       Private
## 367  58617 Female  43            0             0          Yes Self-employed
## 368  69064 Female  57            0             0           No Self-employed
## 369   9404 Female  44            0             0          Yes       Private
## 370   8171 Female   4            0             0           No      children
## 371  28286   Male  44            0             0          Yes       Private
## 372  43232 Female  18            0             0           No       Private
## 373  10159   Male  41            0             0          Yes       Private
## 374  34402 Female  23            0             0          Yes       Private
## 375  58282 Female  53            0             0          Yes      Govt_job
## 376  64489   Male  56            0             0          Yes      Govt_job
## 377  22706 Female   5            0             0           No      children
## 378  71539   Male  25            0             0           No       Private
## 379  28637 Female  14            0             0           No      children
## 380  64553 Female  53            0             0          Yes       Private
## 381  31741   Male   4            0             0           No      children
## 382  69936 Female  39            0             0          Yes       Private
## 383  46527   Male  53            1             1          Yes      Govt_job
## 384  22537   Male   5            0             0           No      children
## 385  50611   Male   4            0             0           No      children
## 386  13547 Female  37            0             0          Yes       Private
## 387  63732   Male  70            1             0          Yes Self-employed
## 388   9608   Male  24            0             0           No       Private
## 389  10504   Male  55            0             0          Yes      Govt_job
## 390  37090 Female  70            0             0          Yes       Private
## 391  60148   Male  34            0             0          Yes       Private
## 392   9637   Male  26            0             0          Yes       Private
## 393  44862 Female  39            0             0          Yes       Private
## 394  52173   Male  38            0             0           No Self-employed
## 395   5708 Female  20            0             0           No       Private
## 396  23462 Female  17            0             0           No       Private
## 397   2374   Male  60            1             0          Yes       Private
## 398  11091 Female  75            0             0          Yes Self-employed
## 399  70374 Female  31            0             0          Yes       Private
## 400  15528   Male  58            1             0          Yes       Private
## 401  65357 Female   5            0             0           No      children
## 402  49465 Female  13            0             0           No      children
## 403  31143 Female  22            0             0           No       Private
## 404  66972 Female  52            0             0          Yes      Govt_job
## 405  55810 Female  61            0             0          Yes Self-employed
## 406  37031 Female  78            0             1          Yes      Govt_job
## 407  34608   Male  57            0             0          Yes       Private
## 408  36007 Female  21            0             0          Yes       Private
## 409  14123 Female  22            0             0          Yes       Private
## 410  48298 Female  80            0             0          Yes       Private
## 411  54975   Male   7            0             0           No Self-employed
## 412  27213   Male  64            1             0          Yes Self-employed
## 413  44749 Female  64            0             0           No      Govt_job
## 414  46468 Female  38            0             0          Yes Self-employed
## 415  10913   Male  12            0             0           No      children
## 416  51983 Female  33            0             0          Yes       Private
## 417  27029 Female   3            0             0           No      children
## 418  22320 Female  37            0             0          Yes       Private
## 419  45719 Female  22            0             0           No       Private
## 420    129 Female  24            0             0           No       Private
## 421  20351   Male  75            0             0          Yes      Govt_job
## 422    530 Female  12            0             0           No      children
## 423  55351   Male  63            0             0          Yes       Private
## 424  67431 Female  52            0             0          Yes       Private
## 425  20546 Female  68            0             0          Yes       Private
## 426   6107 Female   5            0             0           No      children
## 427  50305 Female  56            1             0          Yes       Private
## 428  52342 Female  43            0             0          Yes       Private
## 429  59906 Female  40            0             0          Yes       Private
## 430  59729   Male  53            0             0          Yes       Private
## 431  53144 Female  52            0             1          Yes       Private
## 432   3655   Male  31            0             0          Yes      Govt_job
## 433  11999 Female  63            0             0          Yes      Govt_job
## 434  12985 Female  69            0             0          Yes Self-employed
## 435  38119   Male  64            0             0          Yes      Govt_job
## 436   3355 Female  64            0             0          Yes       Private
## 437  22091 Female  62            0             0          Yes Self-employed
## 438   5010 Female   2            0             0           No      children
## 439  67177   Male  53            0             0          Yes       Private
## 440  58600   Male  65            1             0          Yes       Private
## 441  56681 Female  22            0             0           No       Private
## 442  56716 Female  26            0             0           No       Private
## 443  65946   Male  53            0             0          Yes       Private
## 444  61350   Male  20            0             0           No      Govt_job
## 445  17291 Female  63            1             0          Yes Self-employed
## 446  61465   Male  13            0             0           No      children
## 447  18108   Male  21            0             0           No      Govt_job
## 448  48368 Female  65            0             0          Yes Self-employed
## 449  36471   Male  65            0             0          Yes       Private
## 450  15689   Male  42            0             0          Yes      Govt_job
## 451   8233   Male  72            0             1          Yes Self-employed
## 452  46436   Male  13            0             0           No      children
## 453  23221   Male  29            0             0           No       Private
## 454  31830   Male  59            0             0          Yes Self-employed
## 455  15296 Female  42            0             0          Yes       Private
## 456   7351   Male  13            0             0           No       Private
## 457  66196   Male  75            0             1           No       Private
## 458  17718 Female  33            1             0          Yes       Private
## 459  31164 Female  43            0             0          Yes       Private
## 460  48272 Female  11            0             0           No      children
## 461   2893 Female   7            0             0           No      children
## 462  34376 Female  16            0             0           No      children
## 463  18498 Female  44            0             0           No       Private
## 464  56735 Female  78            0             0          Yes Self-employed
## 465   8595   Male  25            0             0          Yes       Private
## 466    621   Male  69            0             0          Yes       Private
## 467   1307 Female  61            1             0          Yes       Private
## 468  35846 Female  43            1             0           No Self-employed
## 469  28645 Female  38            1             0          Yes       Private
## 470   5835   Male  68            0             0          Yes       Private
## 471  46474   Male  26            0             0          Yes       Private
## 472  69687 Female  18            0             0           No Self-employed
## 473   2953 Female  43            0             0          Yes       Private
## 474  11838 Female  43            0             0          Yes      Govt_job
## 475   9179 Female  32            0             0           No       Private
## 476  38165 Female  81            0             0           No       Private
## 477  63050   Male  25            0             0           No       Private
## 478  22470   Male  61            0             0          Yes      Govt_job
## 479  71585 Female  66            0             0          Yes      Govt_job
## 480  15649   Male  54            1             0          Yes       Private
## 481  11974   Male  11            0             0           No      children
## 482   3009 Female  53            0             0          Yes Self-employed
## 483  32361 Female  78            0             1          Yes Self-employed
## 484  41523   Male   9            0             0           No      children
## 485  53910 Female  48            0             0          Yes Self-employed
## 486  67548 Female  31            0             0          Yes       Private
## 487  50441   Male  20            0             0           No       Private
## 488  16927   Male  21            0             0          Yes       Private
## 489  28265 Female  42            0             0          Yes Self-employed
## 490  33404   Male  35            0             0          Yes       Private
## 491  50965   Male  53            0             0           No       Private
## 492  21077   Male  60            0             0          Yes       Private
## 493  12982   Male  74            0             0          Yes Self-employed
## 494  66570 Female  23            0             0           No       Private
## 495  29158 Female  55            0             0          Yes       Private
## 496  34299 Female  71            0             0          Yes       Private
## 497  54375   Male   5            0             0           No      children
## 498  37832 Female  14            0             0           No      children
## 499  21058 Female  15            0             0           No      children
## 500   7696 Female  66            0             0           No       Private
## 501  34668 Female  56            0             0          Yes       Private
## 502  68483 Female  60            0             0          Yes       Private
## 503   6072 Female  57            0             0          Yes       Private
## 504  51112   Male  29            0             0          Yes Self-employed
## 505  69673 Female  76            0             0          Yes      Govt_job
## 506  71238   Male  52            1             0          Yes       Private
## 507  63958 Female  42            0             0          Yes       Private
## 508  34511 Female  71            0             0          Yes       Private
## 509  24892   Male  64            0             0          Yes       Private
## 510  29496 Female  39            0             0          Yes       Private
## 511  19939 Female  46            0             0          Yes       Private
## 512  27832 Female  51            0             0          Yes       Private
## 513  27757   Male  31            0             0          Yes       Private
## 514  31279   Male  22            0             0           No       Private
## 515  25099   Male  41            0             0           No      Govt_job
## 516  67733 Female  28            0             0          Yes       Private
## 517   9201 Female  44            0             0          Yes Self-employed
## 518  33123 Female  68            0             0          Yes Self-employed
## 519  21713   Male  49            0             0          Yes       Private
## 520  22622   Male  10            0             0           No      children
## 521   6726 Female  31            0             0          Yes       Private
## 522  17242   Male  67            0             0          Yes Self-employed
## 523  16380   Male  40            0             0          Yes       Private
## 524   9729   Male  70            0             0          Yes       Private
## 525  56974 Female  38            0             0          Yes      Govt_job
## 526  29933 Female   5            0             0           No      children
## 527  65574 Female  54            0             0          Yes       Private
## 528  17019 Female  30            0             0          Yes      Govt_job
## 529  41800 Female  23            0             0          Yes       Private
## 530   7621 Female  31            0             0          Yes       Private
## 531   6855   Male  72            1             0          Yes Self-employed
## 532   5374   Male  23            0             0           No       Private
## 533  31564 Female  25            0             0          Yes       Private
## 534  26028   Male  51            0             0          Yes       Private
## 535  71808 Female  20            0             0           No       Private
## 536  56998 Female  12            0             0           No      children
## 537  14712   Male  57            0             0          Yes       Private
## 538  23094   Male  65            0             0          Yes Self-employed
## 539  43134 Female  16            0             0           No       Private
## 540  40622 Female  43            0             0          Yes       Private
## 541  39383 Female  30            0             0          Yes       Private
## 542  63606   Male  29            0             0          Yes      Govt_job
## 543  46438 Female  54            0             0          Yes Self-employed
## 544  65144 Female  57            0             0          Yes Self-employed
## 545    545   Male  42            0             0          Yes       Private
## 546  36331   Male  18            0             0           No       Private
## 547  42359   Male   9            0             0           No      children
## 548  20751 Female  26            0             0          Yes       Private
## 549  34641   Male  40            0             0           No       Private
## 550  15791   Male  77            0             0          Yes       Private
## 551  68241 Female  15            0             0           No      children
## 552  67780 Female  76            0             0          Yes       Private
## 553  68275   Male  52            0             0          Yes       Private
## 554  13129 Female  55            0             0          Yes Self-employed
## 555  60902   Male   5            0             0           No      children
## 556  37629 Female  55            0             0           No       Private
## 557  58439   Male  36            0             0           No       Private
## 558  62936   Male  46            0             0          Yes       Private
## 559  29010   Male   5            0             0           No      children
## 560  36561 Female  39            0             0          Yes      Govt_job
## 561  44912   Male  12            0             0           No      children
## 562  59829   Male  67            0             1          Yes       Private
## 563  45238 Female   5            0             0           No      children
## 564  47811 Female  72            0             0          Yes Self-employed
## 565  61511 Female   5            0             0           No      children
## 566  55424 Female  64            1             0          Yes       Private
## 567  36942   Male  27            0             0           No       Private
## 568  61697   Male  25            0             0           No       Private
## 569  55138 Female  81            0             0           No Self-employed
## 570  39399 Female  32            0             0           No Self-employed
## 571  17148   Male  57            0             0          Yes       Private
## 572    721 Female  52            1             0          Yes Self-employed
## 573  40448   Male  54            0             0          Yes       Private
## 574  58007 Female  36            0             0          Yes       Private
## 575  15095   Male  18            0             0           No       Private
## 576  11960   Male  45            0             0          Yes       Private
## 577  56179   Male  29            0             0           No       Private
## 578  24592 Female  51            1             0          Yes       Private
## 579  67744 Female  23            0             0           No       Private
## 580   8328 Female  54            0             0          Yes       Private
## 581  32437 Female  54            0             0          Yes Self-employed
## 582  44315   Male  18            0             0           No Self-employed
## 583  68245 Female  26            0             0          Yes       Private
## 584  25483   Male  72            0             0          Yes       Private
## 585  47732   Male   5            0             0           No      children
## 586  50118 Female  65            0             1          Yes       Private
## 587  55420 Female  42            0             0           No       Private
## 588  55709 Female  47            0             0          Yes Self-employed
## 589  15311 Female  24            0             0          Yes       Private
## 590  53660   Male  57            0             0          Yes       Private
## 591  56553   Male  51            0             0          Yes       Private
## 592  30480   Male  48            0             0          Yes       Private
## 593  31988 Female  56            0             0          Yes       Private
## 594  59807 Female  30            0             0          Yes       Private
## 595  45585 Female  63            1             0          Yes       Private
## 596  39639 Female  46            0             0          Yes       Private
## 597  52063 Female  53            0             0          Yes Self-employed
## 598  40639 Female   5            0             0           No      children
## 599  31090   Male  15            0             0           No      children
## 600  64174 Female  59            1             0          Yes       Private
## 601   8544 Female  24            0             0           No Self-employed
## 602  27377   Male  53            0             0          Yes       Private
## 603   3361 Female  39            0             0          Yes      Govt_job
## 604  61408   Male  23            0             0           No  Never_worked
## 605  33552   Male  31            0             0          Yes       Private
## 606  31364   Male   5            0             0           No      children
## 607   7446   Male  44            0             0          Yes       Private
## 608   9906 Female   5            0             0           No      children
## 609  65130   Male  40            0             0          Yes       Private
## 610  27794   Male   7            0             0           No      children
## 611  48993 Female  56            0             0          Yes       Private
## 612  30753   Male  42            0             0          Yes      Govt_job
## 613  46809   Male  48            0             0          Yes       Private
## 614  22853   Male  82            0             0           No Self-employed
## 615  12465 Female  52            0             0           No       Private
## 616  64849 Female  42            0             0          Yes       Private
## 617  39659 Female  73            0             0          Yes      Govt_job
## 618  24183 Female  55            0             0          Yes      Govt_job
## 619  71533   Male  50            0             0          Yes       Private
## 620  35565   Male  43            0             0          Yes       Private
## 621  34558   Male  33            0             0          Yes       Private
## 622  42553 Female  80            0             0          Yes       Private
## 623  39601 Female  33            0             0          Yes       Private
## 624  46891 Female  74            0             0          Yes       Private
## 625  38987   Male  65            0             1          Yes Self-employed
## 626  21886 Female  40            0             0          Yes       Private
## 627   5353   Male  52            0             1           No       Private
## 628  44300 Female  66            0             0          Yes      Govt_job
## 629  48144 Female  20            0             0           No      Govt_job
## 630  46218 Female  51            0             0          Yes Self-employed
## 631  39745 Female  60            0             0          Yes Self-employed
## 632  13517   Male  59            0             0          Yes       Private
## 633  36355   Male  58            0             0          Yes      Govt_job
## 634  22678 Female  42            0             0          Yes      Govt_job
## 635   2532   Male  28            0             0           No       Private
## 636  52512   Male  57            0             0          Yes       Private
## 637   3579 Female  66            0             1          Yes       Private
## 638   3130 Female  56            0             0          Yes       Private
## 639   5545   Male  48            0             0          Yes Self-employed
## 640  63693   Male  37            0             0           No       Private
## 641  34363 Female  27            0             0          Yes       Private
## 642  23650   Male  15            0             0           No      children
## 643  53515   Male  61            0             0          Yes       Private
## 644  33528 Female  80            0             1          Yes Self-employed
## 645  23046 Female  43            0             0          Yes Self-employed
## 646  11068   Male  53            0             0          Yes Self-employed
## 647  62233 Female  70            0             0           No Self-employed
## 648   7291 Female  58            0             0           No       Private
## 649  36814 Female  49            0             0          Yes       Private
## 650  48265   Male  65            0             0          Yes      Govt_job
## 651  10139 Female  54            0             0          Yes Self-employed
## 652  12662   Male  74            1             0          Yes Self-employed
## 653  43174 Female  56            0             0          Yes       Private
## 654  72823 Female  79            0             0          Yes       Private
## 655  30567   Male  71            1             0          Yes       Private
## 656  41927 Female  28            0             0          Yes       Private
## 657  54866 Female   9            0             0           No      children
## 658  20364 Female   4            0             0           No      children
## 659  21117 Female  36            0             0           No Self-employed
## 660  50491   Male  78            0             0          Yes Self-employed
## 661  61013   Male  52            0             0           No       Private
## 662  71010 Female  80            0             0           No Self-employed
## 663  23551   Male  28            0             0          Yes       Private
## 664  10997 Female  38            0             0          Yes       Private
## 665  12738   Male  56            0             0          Yes       Private
## 666  57772 Female  75            0             0          Yes      Govt_job
## 667  16615   Male  76            1             0          Yes Self-employed
## 668  62999   Male  10            0             0           No      children
## 669  68995 Female  48            1             0           No       Private
## 670  66184   Male  40            0             0          Yes      Govt_job
## 671  53010   Male  82            0             0          Yes Self-employed
## 672    967   Male  61            0             1          Yes       Private
## 673  31145 Female  17            0             0           No       Private
## 674  54338 Female  58            0             0          Yes      Govt_job
## 675  22870   Male  12            0             0           No      children
## 676  13223 Female  53            0             0          Yes      Govt_job
## 677  57523 Female  26            0             0          Yes       Private
## 678  67932 Female  48            0             0          Yes       Private
## 679  10255   Male  25            0             0          Yes       Private
## 680  68131 Female  27            0             0           No       Private
## 681  29873   Male  31            1             0          Yes      Govt_job
## 682  54182 Female  16            0             0           No       Private
## 683  61300   Male  20            0             0           No       Private
## 684  15274 Female   2            0             0           No      children
## 685  53016 Female   5            0             0           No      children
## 686  28848   Male  28            0             0           No       Private
## 687  27012   Male  32            0             0           No       Private
## 688   7745 Female  35            0             0          Yes       Private
## 689  20541 Female  52            1             0          Yes       Private
## 690   5892 Female  55            1             0          Yes       Private
## 691  66883 Female  42            0             0          Yes Self-employed
## 692  43196 Female  52            0             0          Yes Self-employed
## 693  12593 Female  18            0             0           No       Private
## 694  51514 Female  13            0             0           No      children
## 695  15553 Female  45            0             0          Yes       Private
## 696  45796 Female  29            0             0          Yes       Private
## 697  31840 Female  12            0             0           No      children
## 698  58767 Female  37            0             0          Yes       Private
## 699  14391 Female  30            0             0          Yes       Private
## 700  22321 Female  44            0             0          Yes       Private
## 701  38184 Female  79            1             0          Yes       Private
## 702  13997   Male  38            0             0          Yes       Private
## 703  41673 Female  45            0             0          Yes       Private
## 704  27796 Female  66            0             0          Yes       Private
## 705  18390 Female  19            0             0           No       Private
## 706  63409 Female  49            0             0          Yes       Private
## 707   9752 Female  66            0             0          Yes      Govt_job
## 708  72882   Male  47            0             0          Yes       Private
## 709  49744 Female  59            0             0          Yes       Private
## 710  49086 Female  23            0             0           No       Private
## 711  40866 Female  79            0             0          Yes Self-employed
## 712  47523 Female  37            0             0           No Self-employed
## 713  63561   Male  78            0             0          Yes       Private
## 714  51422 Female  70            1             0          Yes       Private
## 715  56870 Female  34            0             0           No       Private
## 716   3590 Female  28            1             0           No       Private
## 717  60665   Male  29            0             0           No       Private
## 718  40791 Female  13            0             0           No      children
## 719  54304 Female  22            0             0          Yes       Private
## 720  22485   Male  56            0             0          Yes       Private
## 721  18430 Female  81            0             0          Yes Self-employed
## 722  19234 Female  28            0             0           No       Private
## 723  52454   Male   9            0             0           No      children
## 724  13365   Male  50            0             0          Yes       Private
## 725  60983   Male  70            0             0          Yes       Private
## 726  14615 Female  30            0             0           No       Private
## 727  50277 Female  51            0             0          Yes Self-employed
## 728  50811   Male  24            0             0           No       Private
## 729  16575   Male  17            0             0           No       Private
## 730   1246 Female  43            0             0          Yes      Govt_job
## 731  11176   Male   9            0             0           No      children
## 732  30712   Male  50            0             0          Yes       Private
## 733  31308 Female  49            0             0          Yes       Private
## 734   9612   Male   6            0             0           No      children
## 735   3325   Male  30            0             0          Yes Self-employed
## 736  52808   Male  73            0             0          Yes       Private
## 737  41513 Female  20            0             0          Yes       Private
## 738  36109   Male  42            0             0          Yes       Private
## 739  53336 Female  79            0             0          Yes      Govt_job
## 740  56831 Female  55            0             0          Yes       Private
## 741  52580 Female  27            0             0           No       Private
## 742  55592   Male  71            0             0          Yes       Private
## 743  33723 Female   9            0             0           No      children
## 744  26235   Male  23            0             0           No       Private
## 745  16685 Female  71            1             0          Yes       Private
## 746  44583 Female  56            0             1          Yes       Private
## 747  25315   Male  31            0             0          Yes       Private
## 748  58227 Female  64            0             0          Yes      Govt_job
## 749  60810   Male  46            0             0          Yes Self-employed
## 750  34612   Male  55            0             0          Yes      Govt_job
## 751   8320   Male   2            0             0           No      children
## 752  25595 Female  58            1             0          Yes       Private
## 753  30550 Female  78            0             0           No       Private
## 754  49529 Female   5            0             0           No      children
## 755  13367 Female  35            0             0          Yes       Private
## 756  33585 Female  64            0             0          Yes       Private
## 757  49785 Female  18            0             0           No       Private
## 758   6886   Male  19            0             0           No       Private
## 759  38609   Male  47            0             0          Yes      Govt_job
## 760  22159 Female  54            1             0           No       Private
## 761  37413 Female  39            0             0          Yes       Private
## 762   4169 Female  37            0             0           No       Private
## 763  40055 Female  17            0             0           No       Private
## 764  18888 Female  20            0             0          Yes       Private
## 765  45283 Female  31            0             0          Yes       Private
## 766  42503 Female  56            0             0          Yes       Private
## 767  23645 Female  31            0             0           No       Private
## 768  62382   Male  82            0             0          Yes       Private
## 769  59521   Male  33            0             0          Yes       Private
## 770  55386   Male  42            0             0          Yes       Private
## 771  22685   Male  20            0             0           No       Private
## 772  46745   Male  22            0             0          Yes      Govt_job
## 773  72547   Male  61            0             0          Yes       Private
## 774  26973 Female  31            0             0          Yes       Private
## 775  41033 Female  31            0             0          Yes      Govt_job
## 776   5046   Male  17            0             0           No Self-employed
## 777  71442 Female  30            0             0          Yes       Private
## 778  49624   Male  69            0             0          Yes       Private
## 779  10572 Female  63            0             0          Yes       Private
## 780  55847   Male  19            0             0           No       Private
## 781  42441   Male   7            0             0           No      children
## 782  28910 Female  51            0             0          Yes       Private
## 783  10381 Female  38            1             0          Yes Self-employed
## 784  14387   Male   2            0             0           No      children
## 785  31956 Female  58            0             0          Yes       Private
## 786  17813 Female  69            0             1          Yes       Private
## 787  24665 Female  64            1             0          Yes       Private
## 788  13683 Female  31            0             0          Yes       Private
## 789   7387 Female  59            1             0          Yes       Private
## 790  57011 Female  54            0             0          Yes       Private
## 791  22384 Female  24            0             0          Yes       Private
## 792  24108   Male  19            0             0           No       Private
## 793  50053   Male  17            0             0           No       Private
## 794  69427 Female  29            0             0           No       Private
## 795  21688 Female  42            0             0          Yes       Private
## 796  60777 Female  31            0             0          Yes      Govt_job
## 797  64732 Female  29            0             0           No       Private
## 798  42710 Female  23            0             0           No       Private
## 799  46683 Female  25            0             0           No       Private
## 800  58909 Female  14            0             0           No      children
## 801  51125 Female  66            0             0          Yes       Private
## 802  29077 Female  77            0             0          Yes       Private
## 803   4970   Male  79            0             0          Yes Self-employed
## 804  58291 Female  52            0             0          Yes       Private
## 805  18616 Female  41            0             0          Yes       Private
## 806     99 Female  31            0             0           No       Private
## 807  55529   Male  39            0             0          Yes       Private
## 808  12204 Female  51            0             0           No      Govt_job
## 809  21397 Female  40            0             0          Yes      Govt_job
## 810  64633 Female  48            0             0          Yes       Private
## 811  23016   Male  55            0             0          Yes       Private
## 812  18412   Male  41            0             0          Yes       Private
## 813  67412 Female  39            0             0          Yes       Private
## 814  37545   Male  41            0             0           No      Govt_job
## 815  10324 Female   5            0             0           No      children
## 816  14491   Male  38            0             0          Yes      Govt_job
## 817  64582   Male  40            1             0          Yes      Govt_job
## 818  25514   Male  12            0             0           No      children
## 819   7663   Male  20            0             0           No      Govt_job
## 820  66220   Male  53            0             0          Yes       Private
## 821  71793 Female  21            0             0           No       Private
## 822  25458 Female  70            1             0          Yes      Govt_job
## 823  69645   Male  61            0             0          Yes      Govt_job
## 824  53695   Male  70            0             0          Yes      Govt_job
## 825  26692 Female  38            0             0          Yes      Govt_job
## 826  33400   Male  59            0             0          Yes      Govt_job
## 827  67078 Female  36            1             0          Yes       Private
## 828  32352 Female  31            0             0          Yes      Govt_job
## 829  22540 Female  65            0             0          Yes      Govt_job
## 830  26999   Male  61            1             1          Yes      Govt_job
## 831  65218   Male   2            0             0           No      children
## 832  30102   Male  52            0             0          Yes       Private
## 833  49521 Female  33            0             0          Yes       Private
## 834  54643   Male   5            0             0           No      children
## 835  29134 Female  32            0             0          Yes       Private
## 836  68281 Female  54            0             0          Yes      Govt_job
## 837  40350 Female  51            0             0           No       Private
## 838  33410 Female  39            0             0           No      Govt_job
## 839  39375 Female  40            0             0          Yes       Private
## 840   2543 Female  19            0             0          Yes       Private
## 841  45289 Female   9            0             0           No      children
## 842  12106   Male  53            1             0          Yes      Govt_job
## 843  10792 Female  23            0             0           No       Private
## 844  19153 Female  19            0             0           No Self-employed
## 845  47876   Male   1            0             0           No      children
## 846  25283 Female  48            0             0          Yes       Private
## 847  12270   Male  71            0             0          Yes      Govt_job
## 848  49949   Male  44            0             0          Yes       Private
## 849  50826 Female  53            0             0          Yes      Govt_job
## 850  28681 Female  70            1             0          Yes Self-employed
## 851  41615 Female   5            0             0           No      children
## 852  14147   Male  49            0             0          Yes       Private
## 853  41537 Female  17            0             0           No       Private
## 854  62332 Female  40            0             0          Yes       Private
## 855  25488 Female  46            0             0          Yes Self-employed
## 856  45759 Female  32            0             0          Yes       Private
## 857  71929   Male   2            0             0           No      children
## 858  14807 Female  40            0             0          Yes       Private
## 859  16110 Female  19            0             0           No       Private
## 860  40970   Male  43            0             0          Yes       Private
## 861  28933 Female  46            0             0          Yes       Private
## 862  11709   Male  71            0             0           No       Private
## 863  37154 Female  31            0             0          Yes       Private
## 864  16809   Male  41            0             0          Yes       Private
## 865  13907   Male  65            0             0          Yes Self-employed
## 866   2314   Male  52            0             0          Yes       Private
## 867  70380 Female  20            0             0           No       Private
## 868  63058 Female  77            0             1          Yes       Private
## 869  54071 Female  51            0             0          Yes       Private
## 870  67405 Female  37            0             0          Yes       Private
## 871  28024   Male  49            0             0          Yes       Private
## 872  11730 Female  62            1             0          Yes      Govt_job
## 873   2549 Female  17            0             0           No       Private
## 874  17245 Female  28            0             0          Yes       Private
## 875  70852   Male  80            0             0          Yes       Private
## 876  60957   Male  45            0             0          Yes       Private
## 877  19742 Female  37            0             0          Yes       Private
## 878  10782 Female   3            0             0           No      children
## 879  61742   Male  26            0             0           No       Private
## 880   4808 Female  71            0             0          Yes Self-employed
## 881  13571   Male  58            0             0          Yes      Govt_job
## 882  49928 Female  59            0             0          Yes      Govt_job
## 883  52688   Male  74            1             0          Yes       Private
## 884  24099   Male  17            0             0           No       Private
## 885  65698 Female  62            0             0          Yes       Private
## 886  47885   Male  37            0             0          Yes Self-employed
## 887  13948 Female  19            0             0           No  Never_worked
## 888  17351 Female  59            0             0          Yes       Private
## 889    820 Female  59            1             0          Yes       Private
## 890  55721   Male  62            0             1          Yes Self-employed
## 891  72310   Male  80            1             1          Yes Self-employed
## 892  24115 Female  54            0             0          Yes       Private
## 893  65766 Female  27            0             0           No       Private
## 894  42482 Female   4            0             0           No      children
## 895  25627   Male  81            1             0          Yes Self-employed
## 896   7122 Female  41            0             0           No       Private
## 897  48755   Male  27            0             0          Yes       Private
## 898  33551 Female  51            1             0          Yes       Private
## 899  62716 Female  59            0             0          Yes Self-employed
## 900  68438 Female  51            0             0          Yes       Private
## 901  41148   Male  71            0             1          Yes       Private
## 902  14924   Male  48            0             0          Yes       Private
## 903  47950 Female  49            0             0          Yes Self-employed
## 904   8008 Female  35            0             0           No      Govt_job
## 905  56089 Female  25            0             0          Yes       Private
## 906   9262 Female  31            0             0          Yes       Private
## 907  71896 Female  68            0             0          Yes       Private
## 908  38623   Male  39            0             0           No       Private
## 909  26503 Female  32            0             0           No       Private
## 910   5475 Female  39            0             0          Yes       Private
## 911  15525 Female  63            0             0          Yes       Private
## 912  48748 Female  69            0             0          Yes       Private
## 913  11745 Female  29            0             0          Yes       Private
## 914  17733 Female   5            0             0           No      children
## 915  71591 Female  58            0             0          Yes       Private
## 916  11743 Female  32            0             0          Yes       Private
## 917  67864   Male  63            0             0          Yes       Private
## 918  34857   Male  57            0             0          Yes Self-employed
## 919  34995 Female  77            0             0          Yes       Private
## 920   3606   Male   8            0             0           No      children
## 921  22952 Female  21            0             0           No      Govt_job
## 922  32554 Female  16            0             0           No      children
## 923  45893 Female   8            0             0           No      children
## 924  72020   Male  71            0             1          Yes Self-employed
## 925  57879 Female  74            0             0          Yes       Private
## 926  53538 Female   7            0             0           No      children
## 927  17006   Male  19            0             0           No       Private
## 928  36638   Male  64            0             0          Yes       Private
## 929  41097 Female  23            1             0           No       Private
## 930  36618   Male  75            0             1          Yes Self-employed
## 931  37290   Male  80            0             0          Yes Self-employed
## 932  54620   Male  40            0             0          Yes       Private
## 933  42108 Female  24            0             0           No      Govt_job
## 934  19681 Female  74            0             0          Yes Self-employed
## 935   6988 Female  52            0             0          Yes Self-employed
## 936  25287   Male  54            0             0          Yes       Private
## 937    224 Female  23            0             0           No       Private
## 938  56679   Male  19            0             0           No       Private
## 939  27146 Female  23            0             0           No       Private
## 940  16556   Male  13            0             0           No  Never_worked
## 941   5934 Female  51            0             0          Yes       Private
## 942  58999   Male  60            0             0          Yes      Govt_job
## 943  28261   Male  79            0             1          Yes Self-employed
## 944  35222 Female  75            0             0          Yes       Private
## 945  44105 Female  69            1             0          Yes Self-employed
## 946  65256 Female  57            0             0          Yes Self-employed
## 947  62709 Female  47            0             0          Yes       Private
## 948  36698 Female  33            0             0          Yes       Private
## 949   7273 Female  51            0             0          Yes Self-employed
## 950  20044 Female  47            0             0          Yes       Private
## 951  54769   Male  15            0             0           No       Private
## 952  57372   Male   1            0             0           No      children
## 953  30605 Female  20            0             0           No       Private
## 954  13622   Male   6            0             0           No      children
## 955  12686   Male  50            0             0           No      Govt_job
## 956  39250   Male  31            0             0          Yes       Private
## 957   2879 Female  15            0             0           No Self-employed
## 958  59684 Female   3            0             0           No      children
## 959  48830   Male  30            0             0          Yes       Private
## 960  56986   Male  17            0             0           No  Never_worked
## 961  47924   Male  24            0             0           No       Private
## 962  16402 Female   5            0             0           No      children
## 963  40889   Male  33            0             0           No       Private
## 964   4083 Female  30            0             0           No       Private
## 965  59336   Male  66            1             0          Yes       Private
## 966   5684   Male  40            0             0           No       Private
## 967  48843 Female  27            0             0           No       Private
## 968   5694   Male  21            0             0           No       Private
## 969   3673 Female  55            0             0          Yes       Private
## 970  44481 Female  19            0             0           No       Private
## 971  10538   Male  75            1             1          Yes Self-employed
## 972   9648 Female  71            0             1          Yes       Private
## 973  19101 Female  16            0             0           No       Private
## 974  31867 Female  49            0             0           No       Private
## 975  11973 Female  10            0             0           No      children
## 976  23633 Female  37            0             0          Yes       Private
## 977  52549   Male  59            0             0          Yes      Govt_job
## 978  59178 Female   7            0             0           No      children
## 979  37349 Female  61            0             0          Yes       Private
## 980  44281   Male  34            0             0           No       Private
## 981  55599 Female   9            0             0           No      children
## 982  45224 Female  46            0             0          Yes       Private
## 983  54747   Male   5            0             0           No      children
## 984   2751   Male  50            0             0          Yes      Govt_job
## 985   6090   Male  19            0             0          Yes       Private
## 986  46385 Female  21            0             0          Yes       Private
## 987  46323 Female   2            0             0           No      children
## 988  28122 Female  37            0             0          Yes Self-employed
## 989  50843   Male  20            0             0           No       Private
## 990  64464   Male  50            0             0          Yes       Private
## 991  66922   Male  61            1             1           No       Private
## 992  66494   Male  48            0             0          Yes       Private
## 993  42786   Male  82            0             1          Yes Self-employed
## 994  33401   Male  64            0             0          Yes       Private
## 995  24174 Female  50            0             0          Yes      Govt_job
## 996  60211   Male   5            0             0           No      children
## 997  53279   Male   5            0             0           No      children
## 998  61715   Male  55            0             0          Yes       Private
## 999  37830 Female  29            0             0           No       Private
## 1000  2454   Male   4            0             0           No      children
## 1001 60663   Male  70            1             0          Yes       Private
## 1002 46875   Male  35            0             0          Yes       Private
## 1003 69091 Female  80            0             1          Yes       Private
## 1004  1821 Female  54            0             0          Yes       Private
## 1005 44978   Male  39            0             0          Yes      Govt_job
## 1006  3437 Female  26            0             0           No       Private
## 1007  6355 Female   6            0             0           No      children
## 1008 10762 Female  41            0             0          Yes       Private
## 1009 58567 Female  42            0             0          Yes       Private
## 1010 62187   Male   9            0             0           No      children
## 1011    84   Male  55            0             0          Yes       Private
## 1012  8521   Male  71            0             0          Yes       Private
## 1013 72779 Female  14            0             0           No      children
## 1014 45824 Female  77            1             0          Yes Self-employed
## 1015 61838 Female  50            0             0          Yes      Govt_job
## 1016 57212   Male  49            0             0           No       Private
## 1017 62668 Female  51            0             0          Yes Self-employed
## 1018 33142   Male  79            0             0          Yes Self-employed
## 1019 17437 Female  63            0             0          Yes Self-employed
## 1020 38303 Female  66            0             0          Yes Self-employed
## 1021 12396 Female  20            0             0           No       Private
## 1022 36484 Female  37            0             0          Yes      Govt_job
## 1023 60047   Male  22            0             0           No       Private
## 1024 16542 Female  60            0             0          Yes      Govt_job
## 1025 18805   Male  39            0             0          Yes       Private
## 1026 17869 Female  53            0             0          Yes       Private
## 1027  6793 Female  55            0             0          Yes       Private
## 1028 49265 Female  63            0             0          Yes       Private
## 1029  6606 Female  57            0             0          Yes       Private
## 1030 23031   Male  82            0             0          Yes Self-employed
## 1031 69330   Male  56            0             0          Yes       Private
## 1032 22902   Male  41            1             0          Yes       Private
## 1033 69622 Female   8            0             0           No      children
## 1034  4807   Male  34            0             0           No       Private
## 1035  9641   Male  75            0             0          Yes       Private
## 1036 10313   Male  57            0             0          Yes       Private
## 1037 12097 Female  72            0             0          Yes       Private
## 1038 58037   Male  21            0             0           No       Private
## 1039 45323 Female  51            0             0          Yes       Private
## 1040 34281 Female  15            0             0           No       Private
## 1041  7990 Female  24            0             0          Yes       Private
## 1042 57622 Female  30            0             0          Yes      Govt_job
## 1043 39120 Female  82            0             0           No Self-employed
## 1044 68344 Female  62            0             0          Yes       Private
## 1045 66752 Female  79            0             0          Yes      Govt_job
## 1046 11691 Female  19            0             0           No       Private
## 1047  5077   Male  45            0             0          Yes       Private
## 1048 13319 Female   5            0             0           No      children
## 1049 49279   Male  57            0             1          Yes       Private
## 1050 53815 Female  31            0             0           No       Private
## 1051 42856   Male  61            0             0          Yes       Private
## 1052 51579   Male  27            0             0           No Self-employed
## 1053 10752 Female  61            0             0          Yes       Private
## 1054 42133 Female  53            0             0          Yes Self-employed
## 1055  4842 Female  76            0             0           No Self-employed
## 1056 58138   Male  57            0             0          Yes       Private
## 1057 58203   Male   9            0             0           No      children
## 1058 65053 Female  34            0             0          Yes       Private
## 1059 24168   Male  51            1             0          Yes       Private
## 1060  5824   Male  61            0             0          Yes       Private
## 1061  6965 Female  19            0             0           No       Private
## 1062  8332 Female  50            0             0          Yes       Private
## 1063 61973 Female  80            1             1          Yes       Private
## 1064 42821 Female  13            0             0           No       Private
## 1065 18687   Male  55            0             0          Yes Self-employed
## 1066 72642   Male  67            0             0          Yes      Govt_job
## 1067 54782 Female  30            0             0           No Self-employed
## 1068 55862   Male  67            1             1          Yes       Private
## 1069 24437 Female  82            0             0          Yes       Private
## 1070 10367   Male   5            0             0           No      children
## 1071 42550 Female  81            0             0          Yes Self-employed
## 1072 14178 Female  48            0             0          Yes       Private
## 1073 65429 Female  66            0             0          Yes      Govt_job
## 1074 66530 Female  38            0             0          Yes       Private
## 1075 43146   Male   8            0             0           No      children
## 1076  3509   Male  47            1             0          Yes       Private
## 1077 57497   Male  27            0             0           No       Private
## 1078 15220 Female  53            1             0          Yes       Private
## 1079  4813   Male  27            0             0           No       Private
## 1080 31166 Female  36            0             0          Yes      Govt_job
## 1081  9051 Female  50            0             0          Yes       Private
## 1082 28669 Female  32            0             0          Yes       Private
## 1083 59894 Female  58            0             0          Yes      Govt_job
## 1084 18684 Female  73            0             0          Yes Self-employed
## 1085 35866 Female  62            0             0          Yes       Private
## 1086 51907 Female  50            0             0          Yes Self-employed
## 1087  7250 Female  51            0             0           No       Private
## 1088 16147 Female  19            0             0           No       Private
## 1089 18306 Female  30            0             0           No       Private
## 1090 69143 Female  45            0             0           No       Private
## 1091 61769   Male  30            0             0           No       Private
## 1092 26134 Female  28            0             0          Yes       Private
## 1093 67603   Male  70            0             0          Yes Self-employed
## 1094 66772 Female   5            0             0           No      children
## 1095 41861 Female  23            0             0           No       Private
## 1096   954   Male  18            0             0           No       Private
## 1097 37888   Male  41            0             0          Yes       Private
## 1098 34326   Male  52            0             0          Yes       Private
## 1099 42329 Female  77            0             0          Yes       Private
## 1100 23565   Male  34            0             0          Yes       Private
## 1101 27323 Female  67            0             0          Yes Self-employed
## 1102 57854   Male   5            0             0           No      children
## 1103 18414 Female  23            0             0           No       Private
## 1104 72836 Female  59            0             0          Yes       Private
## 1105 17708   Male  62            0             0          Yes      Govt_job
## 1106 66321   Male  47            0             0          Yes      Govt_job
## 1107 53817 Female  71            1             0          Yes Self-employed
## 1108 66678 Female  22            0             0           No       Private
## 1109 56734   Male  33            0             0          Yes      Govt_job
## 1110 32240 Female  27            0             0           No       Private
## 1111 28127 Female  44            0             0          Yes       Private
## 1112 20347 Female  18            0             0           No       Private
## 1113 40824   Male  47            0             0          Yes       Private
## 1114 38678 Female  66            0             0          Yes Self-employed
## 1115 29380 Female  42            1             0          Yes       Private
## 1116   809   Male  13            0             0           No      children
## 1117 65453 Female  56            1             0          Yes      Govt_job
## 1118  9415 Female  69            0             0          Yes Self-employed
## 1119 30989 Female  65            0             0          Yes Self-employed
## 1120 65258   Male  53            0             0          Yes       Private
## 1121 67052 Female  36            0             0          Yes       Private
## 1122 62756 Female  69            0             0          Yes Self-employed
## 1123 69224   Male  19            0             0           No       Private
## 1124 13323   Male   3            0             0           No      children
## 1125 59940   Male  15            0             0           No      children
## 1126 49042 Female  59            1             0           No       Private
## 1127 66362 Female  61            0             0          Yes       Private
## 1128 46093 Female  28            0             0          Yes       Private
## 1129 10370   Male  52            0             0          Yes      Govt_job
## 1130   156 Female  33            0             0          Yes       Private
## 1131 11105   Male  80            0             0          Yes       Private
## 1132 22363 Female  47            0             0          Yes       Private
## 1133 46072   Male   2            0             0           No      children
## 1134 65667 Female  48            0             0          Yes       Private
## 1135 47848   Male   5            0             0           No      children
## 1136 71440 Female  26            0             0          Yes       Private
## 1137 35231   Male  62            0             0          Yes      Govt_job
## 1138 59734   Male   5            0             0           No      children
## 1139  1893 Female  38            0             0          Yes       Private
## 1140 32733 Female  28            0             0          Yes       Private
## 1141 34728 Female  67            0             0          Yes       Private
## 1142 30352   Male  57            0             0          Yes       Private
## 1143 61338 Female  40            0             0          Yes       Private
## 1144 59275   Male  10            0             0           No      children
## 1145 45497 Female  55            0             0           No       Private
## 1146 19996 Female   7            0             0           No      children
## 1147 50371   Male  56            0             0          Yes       Private
## 1148 32687   Male  37            0             0          Yes       Private
## 1149 35295   Male  69            0             0          Yes       Private
## 1150 15746 Female  45            0             0          Yes      Govt_job
## 1151 31517 Female  28            0             0          Yes       Private
## 1152 43268 Female  52            1             0           No       Private
## 1153 54540   Male  46            0             0          Yes       Private
## 1154 20973   Male  45            0             0          Yes      Govt_job
## 1155 56245 Female  21            0             0           No       Private
## 1156  9225   Male   4            0             0           No      children
## 1157 45955 Female  45            0             0          Yes       Private
## 1158  3532 Female  71            0             0          Yes       Private
## 1159 41291 Female  46            0             0          Yes       Private
## 1160 53943 Female   3            0             0           No      children
## 1161 52550 Female  79            0             0          Yes      Govt_job
## 1162 47414 Female  71            1             0          Yes       Private
## 1163 38804   Male  74            0             0          Yes       Private
## 1164 72861 Female  52            0             0          Yes       Private
## 1165 53276 Female  49            0             0          Yes       Private
## 1166 30944 Female  32            0             0          Yes       Private
## 1167 33622   Male  62            1             0          Yes       Private
## 1168 26191 Female  78            0             0           No       Private
## 1169 69312 Female  48            0             0          Yes Self-employed
## 1170 39661   Male  18            0             0          Yes       Private
## 1171 20162 Female  80            0             0          Yes       Private
## 1172 48989 Female  34            0             0           No      Govt_job
## 1173 30411 Female  40            0             0           No       Private
## 1174 47735 Female  59            0             0          Yes       Private
## 1175 51162 Female  11            0             0           No      children
## 1176  8598 Female  35            0             0          Yes      Govt_job
## 1177 57347 Female  29            0             0           No      Govt_job
## 1178  4683   Male  23            0             0           No       Private
## 1179 55775 Female  59            0             0          Yes       Private
## 1180 32645 Female  44            0             0          Yes       Private
## 1181 46643 Female  62            0             0          Yes       Private
## 1182   782 Female  32            0             0           No       Private
## 1183 63565 Female   2            0             0           No      children
## 1184 13602   Male  73            1             0          Yes Self-employed
## 1185 28326 Female  79            0             0          Yes       Private
## 1186 26389 Female   2            0             0           No      children
## 1187 16906   Male  43            0             0          Yes      Govt_job
## 1188 35140   Male  43            0             0          Yes      Govt_job
## 1189 16837   Male  62            1             0          Yes       Private
## 1190  2750   Male  73            1             1          Yes Self-employed
## 1191 47585 Female  31            0             0           No Self-employed
## 1192 37404   Male  42            0             0          Yes       Private
## 1193 39518 Female  20            0             0           No       Private
## 1194 70678 Female  55            0             1           No       Private
## 1195   542 Female   3            0             0           No      children
## 1196 38649 Female  23            0             0           No       Private
## 1197 53266 Female  33            0             0          Yes       Private
## 1198 26031 Female  14            0             0           No       Private
## 1199  1191 Female  79            0             1          Yes       Private
## 1200 36820   Male  64            1             0          Yes       Private
## 1201 62783 Female  76            0             0          Yes       Private
## 1202 10133   Male  46            0             0          Yes       Private
## 1203 19778   Male  80            0             0           No Self-employed
## 1204 38255   Male  21            0             0           No       Private
## 1205 41565 Female  33            0             0           No       Private
## 1206 39423 Female  32            0             0          Yes       Private
## 1207 68908 Female   5            0             0           No      children
## 1208 22440 Female  49            0             0          Yes       Private
## 1209 28418 Female  41            0             0          Yes       Private
## 1210 22566   Male  37            0             0          Yes       Private
## 1211  7055 Female  58            0             0          Yes       Private
## 1212 69177 Female  79            0             0          Yes       Private
## 1213 33162 Female  23            0             0           No       Private
## 1214 44764 Female  78            1             0          Yes Self-employed
## 1215 32157   Male  51            0             0          Yes       Private
## 1216 61983 Female  41            0             0          Yes       Private
## 1217 72268   Male  68            0             0          Yes Self-employed
## 1218 39467 Female  30            0             0           No       Private
## 1219 20282   Male   5            0             0           No      children
## 1220 51159 Female  32            0             0           No      Govt_job
## 1221  7167 Female  20            0             0           No       Private
## 1222 59147   Male  20            0             0           No       Private
## 1223 18192   Male  10            0             0           No      children
## 1224 14049   Male   8            0             0           No      children
## 1225 35927   Male  65            0             0          Yes       Private
## 1226 28150 Female  65            1             0          Yes       Private
## 1227  8727   Male  46            0             0          Yes Self-employed
## 1228  7516   Male  53            0             0          Yes Self-employed
## 1229  6419 Female  79            0             0           No       Private
## 1230 20425   Male  43            0             0          Yes Self-employed
## 1231 59878 Female  56            0             0          Yes Self-employed
## 1232 69355   Male   3            0             0           No      children
## 1233  5858   Male  32            0             0           No       Private
## 1234 39823 Female  41            0             0          Yes      Govt_job
## 1235 37053   Male  53            0             0          Yes      Govt_job
## 1236  2082   Male  35            0             0          Yes       Private
## 1237 48073   Male  67            0             0          Yes      Govt_job
## 1238 16449 Female  33            0             0          Yes      Govt_job
## 1239  5447 Female  21            0             0           No       Private
## 1240 27145 Female  26            0             0           No       Private
## 1241 30328 Female  69            1             0          Yes      Govt_job
## 1242   739 Female  73            0             0          Yes Self-employed
## 1243 44224   Male  15            0             0           No       Private
## 1244   533 Female   3            0             0           No      children
## 1245 45554 Female   5            0             0           No      children
## 1246 32884 Female  80            1             0          Yes       Private
## 1247 55744   Male   2            0             0           No      children
## 1248 28414   Male  50            0             0          Yes       Private
## 1249 25767 Female  30            0             0           No       Private
## 1250 71319   Male  15            0             0           No       Private
## 1251 70031 Female  71            1             0          Yes       Private
## 1252 23604   Male   4            0             0           No      children
## 1253 46576   Male   2            0             0           No      children
## 1254 31293   Male  11            0             0           No      children
## 1255 70610 Female  45            0             0          Yes       Private
## 1256  6044   Male  22            0             0           No      Govt_job
## 1257 62284   Male  63            0             0          Yes Self-employed
## 1258  5821 Female  50            0             0          Yes       Private
## 1259 22295 Female  25            0             0           No       Private
## 1260 27583   Male  49            0             0          Yes       Private
## 1261  9696   Male  39            0             0          Yes       Private
## 1262  1164 Female  43            0             0           No       Private
## 1263 48781   Male  67            0             0          Yes       Private
## 1264 50947   Male  48            0             0          Yes       Private
## 1265 47844 Female  38            0             0          Yes       Private
## 1266 45209 Female  14            0             0           No       Private
## 1267 49412   Male  63            0             0          Yes      Govt_job
## 1268 43088   Male  37            0             0           No       Private
## 1269 16355   Male  20            0             0           No       Private
## 1270 43172 Female  60            0             0          Yes       Private
## 1271 43155 Female  13            0             0           No      children
## 1272 11882   Male  34            0             0           No       Private
## 1273 45669   Male  22            0             0           No       Private
## 1274 65339 Female  46            0             0          Yes       Private
## 1275 60399   Male  53            0             0          Yes Self-employed
## 1276 59604 Female  28            0             0          Yes       Private
## 1277 22488 Female  62            0             0          Yes      Govt_job
## 1278 33187 Female   6            0             0           No      children
## 1279 44192 Female  11            0             0           No      children
## 1280 16114   Male  66            0             0           No       Private
## 1281 35293 Female  80            0             0          Yes Self-employed
## 1282   728   Male   8            0             0           No      children
## 1283 45788   Male  53            0             1          Yes       Private
## 1284 52150   Male  63            1             1          Yes       Private
## 1285 26172   Male  31            0             0          Yes       Private
## 1286 67814   Male  43            0             0          Yes      Govt_job
## 1287 12618   Male  79            0             1          Yes Self-employed
## 1288 28952   Male   8            0             0           No      children
## 1289 39123   Male  38            0             0          Yes       Private
## 1290 53967 Female  80            0             0          Yes Self-employed
## 1291 34772 Female  49            0             0          Yes       Private
## 1292 43124 Female  50            0             0          Yes      Govt_job
## 1293 51916   Male  13            0             0           No      children
## 1294 68003   Male  46            1             0          Yes       Private
## 1295 59157   Male  73            1             0          Yes       Private
## 1296 54383   Male  60            0             0          Yes       Private
## 1297  6928   Male  44            0             0          Yes       Private
## 1298   321 Female  79            0             0           No Self-employed
## 1299 21857 Female   5            0             0           No      children
## 1300 33526 Female  51            0             0          Yes Self-employed
## 1301 37327 Female  71            0             0          Yes       Private
## 1302 55976   Male   5            0             0           No      children
## 1303 56090 Female  65            0             0          Yes Self-employed
## 1304 38350 Female  81            0             0          Yes Self-employed
## 1305  6040 Female  46            0             0           No       Private
## 1306 17639   Male  44            0             0          Yes      Govt_job
## 1307  1678 Female  54            1             0          Yes       Private
## 1308 27572 Female  25            0             0           No       Private
## 1309 57668   Male  49            0             0          Yes      Govt_job
## 1310 22001   Male  80            0             1          Yes      Govt_job
## 1311 54184 Female  22            0             0           No       Private
## 1312 27966 Female  61            0             0          Yes       Private
## 1313  4702 Female   3            0             0           No      children
## 1314 38123   Male  50            0             0          Yes       Private
## 1315 47345   Male  45            0             0          Yes       Private
## 1316 17222   Male  55            1             0          Yes Self-employed
## 1317 45048 Female  21            0             0           No       Private
## 1318 30084   Male   5            0             0           No      children
## 1319  7195   Male  50            0             1           No       Private
## 1320 16260   Male  73            0             1          Yes Self-employed
## 1321 52457 Female  58            0             1          Yes       Private
## 1322 50650   Male  30            0             0           No       Private
## 1323 35913 Female  55            1             0          Yes       Private
## 1324 52306   Male  57            0             0          Yes Self-employed
## 1325   132 Female  80            0             0          Yes      Govt_job
## 1326  8951 Female  77            1             0          Yes Self-employed
## 1327 64752 Female  29            0             0           No       Private
## 1328 51285 Female  46            0             0          Yes       Private
## 1329 14349 Female  40            0             0          Yes       Private
## 1330 40571   Male  29            0             0           No       Private
## 1331 40624 Female  37            0             0          Yes       Private
## 1332 13072 Female  35            0             0          Yes Self-employed
## 1333 66310   Male  54            0             0          Yes Self-employed
## 1334 58101 Female  56            0             1          Yes       Private
## 1335 22969 Female  26            0             0          Yes       Private
## 1336 28904 Female  75            0             0          Yes Self-employed
## 1337  6563 Female  44            0             0           No       Private
## 1338 55315   Male  63            0             0          Yes       Private
## 1339 47537 Female  17            0             0           No       Private
## 1340 45945   Male  46            0             1          Yes       Private
## 1341 65849 Female  47            0             0          Yes       Private
## 1342 31125 Female  50            0             0          Yes       Private
## 1343  5103 Female  49            0             0          Yes       Private
## 1344 54526   Male  76            1             0          Yes Self-employed
## 1345 67309   Male  47            0             0          Yes       Private
## 1346  2275 Female  47            0             0          Yes       Private
## 1347 29869   Male  49            0             0          Yes       Private
## 1348 15757   Male  71            0             0          Yes       Private
## 1349 38523 Female  65            0             0           No Self-employed
## 1350 65388 Female  40            0             0           No       Private
## 1351 60816 Female  82            1             0          Yes       Private
## 1352 67350 Female  64            0             0          Yes      Govt_job
## 1353 40124   Male  72            0             0          Yes Self-employed
## 1354 20370 Female  50            0             0          Yes Self-employed
## 1355 35188 Female  40            0             0           No       Private
## 1356 28716 Female  74            0             0          Yes Self-employed
## 1357 56166 Female  30            0             0          Yes      Govt_job
## 1358 47159   Male  68            0             0          Yes       Private
## 1359 26242   Male   6            0             0           No      children
## 1360 36226   Male   4            0             0           No      children
## 1361 47357 Female  60            0             0          Yes       Private
## 1362 33167 Female  59            0             0          Yes       Private
## 1363 21042 Female  72            0             0          Yes Self-employed
## 1364 71062 Female  62            0             0          Yes       Private
## 1365 32723 Female  13            0             0           No      children
## 1366 49646   Male  72            0             1          Yes Self-employed
## 1367 35737   Male   5            0             0           No      children
## 1368 24256   Male  35            0             0          Yes       Private
## 1369 62340   Male  54            0             0          Yes       Private
## 1370 39927   Male  40            0             0          Yes       Private
## 1371 30677 Female   3            0             0           No      children
## 1372 50453   Male   2            0             0           No      children
## 1373 17398   Male  41            0             0          Yes       Private
## 1374 20938 Female  61            0             0          Yes       Private
## 1375 21850   Male  58            0             0          Yes      Govt_job
## 1376 14241   Male  17            0             0           No       Private
## 1377 43905 Female  64            0             0           No      Govt_job
## 1378 40144 Female  32            0             0           No Self-employed
## 1379  7806 Female  42            0             0          Yes       Private
## 1380 63984   Male  39            0             0          Yes       Private
## 1381 13504 Female  10            0             0           No      children
## 1382 62272 Female  78            0             0          Yes       Private
## 1383  5878 Female  68            0             0          Yes       Private
## 1384 62767 Female  24            0             0          Yes       Private
## 1385   239   Male  59            1             1          Yes       Private
## 1386  3184 Female  45            0             0          Yes       Private
## 1387 51959   Male  12            0             0           No      children
## 1388  2092 Female  37            0             0          Yes       Private
## 1389 69239 Female  43            0             0          Yes Self-employed
## 1390 68235   Male  12            0             0           No      children
## 1391  3956   Male  13            0             0           No      children
## 1392 42703   Male  74            0             0          Yes Self-employed
## 1393 34436 Female   2            0             0           No      children
## 1394 39258 Female  59            0             0          Yes Self-employed
## 1395 40513 Female  21            0             0           No       Private
## 1396 48648 Female  55            0             0          Yes       Private
## 1397 48836 Female  14            0             0           No      children
## 1398 71444 Female  53            0             0          Yes       Private
## 1399 33983   Male  75            0             0          Yes      Govt_job
## 1400 35372   Male  37            0             0          Yes      Govt_job
## 1401 31849 Female  49            0             0          Yes       Private
## 1402  2772   Male  55            0             0          Yes       Private
## 1403 11148   Male  57            0             0          Yes       Private
## 1404 62387 Female  45            0             0          Yes       Private
## 1405 50775   Male  46            0             0           No       Private
## 1406  3807 Female  12            0             0           No      children
## 1407 51339   Male  12            0             0           No      children
## 1408 69259 Female  77            0             0          Yes       Private
## 1409 32826   Male   6            0             0           No      children
## 1410 12414   Male  76            1             0          Yes       Private
## 1411 21381 Female  52            0             0          Yes       Private
## 1412 29375   Male  62            0             0          Yes       Private
## 1413 62452   Male  82            1             0          Yes       Private
## 1414 68650   Male  69            0             1          Yes       Private
## 1415 47622   Male  78            0             1          Yes Self-employed
## 1416 57124   Male  37            0             0          Yes       Private
## 1417 19382 Female  50            0             0          Yes       Private
## 1418 44179 Female  41            0             0          Yes       Private
## 1419 50098   Male  54            0             0          Yes       Private
## 1420 24674   Male  43            0             0          Yes       Private
## 1421 72361 Female  37            0             0          Yes       Private
## 1422 14563   Male   9            0             0           No      children
## 1423 40237 Female  11            0             0           No      children
## 1424 36523   Male  56            1             0          Yes       Private
## 1425 65970 Female   5            0             0           No      children
## 1426  1577 Female  17            0             0           No       Private
## 1427 51109 Female   6            0             0           No      children
## 1428  5984   Male  25            0             0          Yes       Private
## 1429 46373 Female  57            0             0          Yes       Private
## 1430 13062   Male  18            0             0           No       Private
## 1431 47770   Male   2            0             0           No      children
## 1432 32459 Female  76            0             0          Yes      Govt_job
## 1433 12687   Male   1            0             0           No      children
## 1434  7725   Male  54            0             0          Yes       Private
## 1435 67217 Female  45            0             0          Yes       Private
## 1436 49976 Female  54            0             1          Yes       Private
## 1437 71318   Male  67            0             0          Yes      Govt_job
## 1438 42201   Male  53            0             0          Yes       Private
## 1439 11232   Male  47            0             0          Yes       Private
## 1440 14709   Male  44            0             0          Yes       Private
## 1441 57137   Male  65            0             0          Yes       Private
## 1442 36858 Female  40            0             0          Yes       Private
## 1443 50373 Female   3            0             0           No      children
## 1444 51124   Male  81            0             0          Yes Self-employed
## 1445 13191 Female  24            0             0           No       Private
## 1446 47330   Male   9            0             0           No      children
## 1447 42191 Female  52            0             0          Yes      Govt_job
## 1448 35332 Female  63            0             0          Yes       Private
## 1449 49341 Female  78            0             0          Yes       Private
## 1450 64750 Female  22            0             0           No       Private
## 1451 70259 Female   2            0             0           No      children
## 1452 36960 Female  79            0             0          Yes       Private
## 1453 12992 Female  49            0             0          Yes       Private
## 1454  4692 Female  74            0             0          Yes      Govt_job
## 1455 62460   Male  62            0             0          Yes       Private
## 1456 72132   Male  16            0             0           No      children
## 1457 41402   Male  62            0             0          Yes Self-employed
## 1458 40253   Male  27            0             0           No       Private
## 1459 63577 Female  50            1             0          Yes Self-employed
## 1460 11726 Female  49            0             0          Yes      Govt_job
## 1461 13736   Male  24            0             0          Yes       Private
## 1462 43913 Female  21            0             0           No       Private
## 1463 41870   Male  17            0             0           No  Never_worked
## 1464 37907 Female  22            0             0           No       Private
## 1465 15987   Male  13            0             0           No      children
## 1466 57166 Female  21            0             0           No       Private
## 1467 44950   Male  51            1             0          Yes       Private
## 1468 47627   Male   8            0             0           No      children
## 1469 42460   Male  48            0             0          Yes Self-employed
## 1470  8723 Female  16            0             0           No       Private
## 1471 52559   Male  18            0             0           No       Private
## 1472   937   Male   7            0             0           No      children
## 1473 41271   Male  68            1             0          Yes      Govt_job
## 1474 66893   Male  49            1             0          Yes      Govt_job
## 1475 21491 Female  80            0             0          Yes       Private
## 1476 51806   Male  31            0             0          Yes       Private
## 1477 59412 Female  25            0             0          Yes       Private
## 1478   742 Female  39            0             0           No      Govt_job
## 1479 42902   Male  35            0             0          Yes       Private
## 1480 43059 Female  71            0             0          Yes Self-employed
## 1481 61512 Female  71            0             0          Yes Self-employed
## 1482 10943 Female  40            0             0          Yes      Govt_job
## 1483 11447 Female  41            0             0          Yes      Govt_job
## 1484 29233   Male   2            0             0           No      children
## 1485 17762 Female   3            0             0           No      children
## 1486 46284   Male  53            1             0          Yes Self-employed
## 1487  1405   Male   5            0             0           No      children
## 1488 38493   Male  60            1             1          Yes       Private
## 1489 57953 Female   5            0             0           No      children
## 1490 30746 Female  30            0             0          Yes       Private
## 1491 16949 Female  49            1             0          Yes      Govt_job
## 1492 45297   Male  68            1             0          Yes       Private
## 1493 40251 Female  23            0             0           No       Private
## 1494 27013   Male   2            0             0           No      children
## 1495  7586   Male  24            0             0           No Self-employed
## 1496 26452 Female  41            0             0          Yes       Private
## 1497 16378 Female  63            0             0          Yes      Govt_job
## 1498  5137   Male  64            0             0          Yes Self-employed
## 1499  4559   Male  38            0             0           No       Private
## 1500 45357 Female   5            0             0           No      children
## 1501 45257 Female  38            0             0          Yes       Private
## 1502 34386 Female  43            0             0          Yes       Private
## 1503 15219 Female  27            0             0           No       Private
## 1504 39202 Female  61            1             1          Yes       Private
## 1505  9076   Male  42            0             0          Yes Self-employed
## 1506 72824   Male  46            0             0          Yes       Private
## 1507 64132   Male  67            0             1          Yes Self-employed
## 1508 52987 Female  34            0             0          Yes      Govt_job
## 1509 17827   Male  51            0             0          Yes       Private
## 1510 29378 Female  77            0             0          Yes       Private
## 1511 29327 Female  30            0             0           No Self-employed
## 1512 48609 Female  81            0             1          Yes       Private
## 1513  4833 Female  12            0             0           No      children
## 1514  8085   Male  18            0             0           No       Private
## 1515 41820 Female  35            0             0          Yes      Govt_job
## 1516 72474 Female  82            0             0          Yes      Govt_job
## 1517 32094   Male  53            1             0          Yes Self-employed
## 1518 66818   Male  75            0             0          Yes      Govt_job
## 1519 49057 Female  32            0             0           No       Private
## 1520 18070 Female  27            0             0           No       Private
## 1521 17860   Male  56            0             0          Yes       Private
## 1522 17078   Male  71            0             0          Yes       Private
## 1523 23836   Male  78            0             0          Yes       Private
## 1524  5296 Female  44            0             0           No       Private
## 1525 48184   Male  62            0             0          Yes       Private
## 1526  9511   Male  27            0             0           No       Private
## 1527 19389 Female  42            0             1          Yes      Govt_job
## 1528 25559 Female  66            0             1          Yes      Govt_job
## 1529 11770 Female  25            0             0          Yes      Govt_job
## 1530 34496 Female  82            0             0          Yes       Private
## 1531  8096 Female  49            0             0          Yes       Private
## 1532 49709 Female  77            1             0          Yes Self-employed
## 1533 19735 Female  59            0             0          Yes       Private
## 1534 31415 Female  54            0             0          Yes       Private
## 1535 71322 Female  38            0             0          Yes       Private
## 1536 72337 Female  55            0             0          Yes       Private
## 1537 25454 Female  13            0             0           No      children
## 1538 15310 Female  45            0             0          Yes       Private
## 1539 10245 Female  54            0             0          Yes Self-employed
## 1540 29224   Male  30            0             0          Yes       Private
## 1541  7550 Female  51            0             0          Yes       Private
## 1542 57917 Female  47            0             0          Yes       Private
## 1543 24219   Male  25            0             0          Yes       Private
## 1544 49023   Male  61            1             0          Yes Self-employed
## 1545 51020 Female  55            0             0          Yes       Private
## 1546 52089 Female  23            0             0           No       Private
## 1547 29095   Male  71            1             0          Yes Self-employed
## 1548 41424   Male  59            0             1          Yes Self-employed
## 1549  7297   Male   4            0             0           No      children
## 1550 68994   Male  65            0             0          Yes       Private
## 1551 25935 Female  50            0             0           No Self-employed
## 1552 29910   Male  42            0             0          Yes       Private
## 1553 24567   Male  51            0             0          Yes Self-employed
## 1554 54858   Male  66            0             0          Yes      Govt_job
## 1555 36679 Female  22            1             0           No       Private
## 1556 59339   Male   5            0             0           No      children
## 1557 18754   Male  19            0             0           No Self-employed
## 1558 34312 Female  47            0             0          Yes Self-employed
## 1559 57798   Male  12            0             0           No      children
## 1560 37759 Female  53            0             0          Yes       Private
## 1561 11605 Female  26            0             0           No       Private
## 1562 47558   Male  62            1             1          Yes       Private
## 1563 54264 Female  81            1             0          Yes       Private
## 1564 47893   Male  63            0             0          Yes       Private
## 1565  3178 Female  25            0             0          Yes       Private
## 1566 61924   Male   8            0             0           No      children
## 1567 18141   Male  76            0             1          Yes Self-employed
## 1568 58015 Female  44            0             0           No       Private
## 1569   354 Female  65            0             0          Yes       Private
## 1570  5777 Female  54            0             0          Yes       Private
## 1571 43271 Female  24            0             0           No      Govt_job
## 1572 46210 Female  65            0             0          Yes Self-employed
## 1573 39714   Male  12            0             0           No      children
## 1574 21785 Female  33            0             0           No       Private
## 1575 36620 Female  74            0             0          Yes       Private
## 1576 49495 Female  18            0             0           No       Private
## 1577 21720 Female  77            0             0          Yes       Private
## 1578  6304   Male  48            1             0          Yes Self-employed
## 1579 18887   Male  52            0             0          Yes       Private
## 1580 30214   Male  23            0             0           No       Private
## 1581 66419   Male  25            0             0          Yes       Private
## 1582 57468 Female  44            0             0          Yes       Private
## 1583 24218 Female  78            0             0           No       Private
## 1584 69792 Female  37            0             0          Yes      Govt_job
## 1585  6372 Female  32            0             0          Yes       Private
## 1586 34664   Male  67            0             0          Yes       Private
## 1587 40931 Female  41            0             0          Yes      Govt_job
## 1588 28559   Male   2            0             0           No      children
## 1589 15166 Female  75            1             0          Yes       Private
## 1590 49815 Female  17            0             0           No      Govt_job
## 1591  1625 Female  13            0             0           No      children
## 1592 56309 Female  25            0             0          Yes       Private
## 1593 30116 Female  57            0             0          Yes       Private
## 1594 52034   Male  31            0             0          Yes       Private
## 1595 35584   Male  61            0             0          Yes       Private
## 1596  2898   Male  46            0             0          Yes       Private
## 1597 16593   Male  47            0             0           No       Private
## 1598 17175 Female  15            0             0           No      children
## 1599 63663   Male  47            0             0          Yes       Private
## 1600 10603 Female  68            0             0          Yes       Private
## 1601 40544   Male   5            0             0           No      children
## 1602 49152 Female  40            0             0           No       Private
## 1603  1231 Female  62            0             0          Yes      Govt_job
## 1604 43672 Female  45            0             0          Yes       Private
## 1605 25107 Female  47            0             0          Yes       Private
## 1606 39286 Female  35            0             0          Yes Self-employed
## 1607 32766   Male  51            0             0           No       Private
## 1608 15988   Male  60            1             0          Yes       Private
## 1609  9011   Male  59            0             0          Yes       Private
## 1610 38043 Female   5            0             0           No      children
## 1611 71721 Female  18            0             0           No       Private
## 1612 14832 Female  81            0             1          Yes       Private
## 1613 38094   Male  15            0             0           No Self-employed
## 1614 49789 Female  73            0             0           No      Govt_job
## 1615 47350 Female   5            0             0           No      children
## 1616 33525   Male  53            0             0          Yes      Govt_job
## 1617 12318   Male  45            0             0          Yes Self-employed
## 1618 54553   Male  70            1             0          Yes       Private
## 1619 45976   Male  56            0             0          Yes       Private
## 1620 43675 Female   7            0             0           No      children
## 1621 12915 Female  66            0             0          Yes      Govt_job
## 1622  4542 Female  53            0             0          Yes      Govt_job
## 1623 65801 Female  20            0             0           No       Private
## 1624 59953 Female  15            0             0           No       Private
## 1625 60973   Male  51            0             0          Yes       Private
## 1626 68739   Male  34            0             0          Yes       Private
## 1627 35829 Female  33            0             0          Yes       Private
## 1628 53909 Female  53            1             0          Yes       Private
## 1629  5799   Male  69            0             1          Yes       Private
## 1630 43772 Female  28            0             0           No       Private
## 1631  3154 Female  81            0             0          Yes Self-employed
## 1632 45754 Female  20            0             0           No       Private
## 1633 57485 Female   5            0             0           No      children
## 1634  6128   Male   2            0             0           No      children
## 1635 22623   Male  77            0             0          Yes       Private
## 1636 37082 Female  38            0             0          Yes      Govt_job
## 1637 64541   Male  23            0             0          Yes       Private
## 1638 47037 Female  67            0             0          Yes       Private
## 1639 48614   Male  59            0             0          Yes      Govt_job
## 1640 15969 Female  41            0             0          Yes Self-employed
## 1641 17752   Male  76            0             1          Yes       Private
## 1642 50889 Female  21            0             0           No      Govt_job
## 1643 56459   Male  41            0             0          Yes       Private
## 1644 34163   Male  54            0             0          Yes       Private
## 1645  4538 Female  29            0             0           No       Private
## 1646 14222 Female  25            0             0           No       Private
## 1647 31461 Female  48            0             1          Yes Self-employed
## 1648 34001 Female   6            0             0           No      children
## 1649 48964   Male  21            0             0           No       Private
## 1650 40393 Female  32            0             0           No       Private
## 1651 16488 Female  57            1             0          Yes       Private
## 1652 47947 Female  64            0             0          Yes Self-employed
## 1653 51149   Male  70            0             0          Yes       Private
## 1654 17079   Male  44            0             0          Yes       Private
## 1655 44781 Female  60            0             1          Yes       Private
## 1656 29385 Female  56            0             0          Yes       Private
## 1657 53610   Male  53            0             0          Yes       Private
## 1658 48210   Male  59            0             0          Yes       Private
## 1659 48072 Female  53            1             0          Yes       Private
## 1660 32776   Male  63            0             0          Yes       Private
## 1661  8960 Female  42            0             0           No Self-employed
## 1662 63491 Female  63            0             0          Yes       Private
## 1663 51883 Female  52            0             0          Yes      Govt_job
## 1664 20460 Female  62            0             0          Yes       Private
## 1665 47181 Female  68            0             0          Yes       Private
## 1666 35432 Female  36            0             0          Yes       Private
## 1667 44010 Female   3            0             0           No      children
## 1668 50841 Female  40            0             0          Yes       Private
## 1669 71044 Female   8            0             0           No      children
## 1670  1842   Male  58            0             0          Yes       Private
## 1671 34720   Male  45            0             1          Yes       Private
## 1672  9489 Female  65            0             0          Yes       Private
## 1673 28725 Female  28            0             0           No       Private
## 1674 30290 Female  40            0             0          Yes       Private
## 1675 13723 Female  65            0             0          Yes       Private
## 1676 26328   Male  58            1             0          Yes       Private
## 1677 60104   Male  44            0             0          Yes       Private
## 1678 48722 Female  54            0             0          Yes       Private
## 1679 14481 Female  79            0             0          Yes Self-employed
## 1680 67963 Female  62            1             0           No       Private
## 1681 70752   Male  37            0             0          Yes       Private
## 1682 52419   Male  66            0             0          Yes       Private
## 1683 14711   Male  63            0             0          Yes Self-employed
## 1684 26366 Female  27            0             0           No       Private
## 1685 12436   Male   6            0             0           No      children
## 1686 36722 Female  30            0             0          Yes       Private
## 1687 37698 Female  15            0             0           No      children
## 1688 55235 Female  50            0             0          Yes Self-employed
## 1689 20468 Female  32            0             0          Yes       Private
## 1690 14677 Female  33            0             0          Yes Self-employed
## 1691 44171   Male  62            0             0          Yes       Private
## 1692 70344   Male  82            0             0          Yes       Private
## 1693  8470 Female  71            0             0          Yes       Private
## 1694 42743 Female  20            0             0           No       Private
## 1695 13949 Female  44            0             0          Yes      Govt_job
## 1696 61096   Male  57            0             0          Yes       Private
## 1697 19239 Female  50            0             0          Yes      Govt_job
## 1698 70447   Male  50            0             0          Yes       Private
## 1699  6879 Female  44            0             0           No      Govt_job
## 1700 37451 Female  47            0             0          Yes      Govt_job
## 1701  5686   Male  35            0             0          Yes       Private
## 1702  4789   Male   8            0             0           No      children
## 1703   897   Male   3            0             0           No      children
## 1704 69553 Female  29            0             0          Yes       Private
## 1705 58438   Male  36            0             0           No       Private
## 1706 29104 Female  19            0             0           No       Private
## 1707 26862 Female  41            0             0          Yes      Govt_job
## 1708 38036 Female  23            0             0           No       Private
## 1709 36666   Male  14            0             0           No      children
## 1710 16316   Male  35            0             0          Yes       Private
## 1711 61365   Male  45            0             0          Yes       Private
## 1712 12512 Female  52            1             0          Yes       Private
## 1713 31835   Male  19            0             0           No       Private
## 1714  4099 Female  21            0             0           No       Private
## 1715 26893   Male   8            0             0           No      children
## 1716 35143 Female  35            0             0          Yes       Private
## 1717  1486 Female  33            0             0          Yes       Private
## 1718  5043 Female  53            0             0          Yes       Private
## 1719  2513   Male  59            0             1          Yes      Govt_job
## 1720  5451   Male  34            0             0          Yes       Private
## 1721  3640 Female  31            0             0           No Self-employed
## 1722 17835 Female  43            0             0           No Self-employed
## 1723 26826 Female  61            0             0          Yes Self-employed
## 1724 45713 Female  57            0             0          Yes      Govt_job
## 1725 37660   Male  11            0             0           No      children
## 1726 24782   Male  36            0             0          Yes       Private
## 1727 63416 Female  16            0             0           No       Private
## 1728 16953 Female  60            0             0          Yes      Govt_job
## 1729 42082   Male  13            0             0           No      children
## 1730 51660 Female  69            0             0          Yes Self-employed
## 1731 27135   Male  69            1             0          Yes       Private
## 1732 54058 Female  22            0             0           No       Private
## 1733 24272   Male  63            0             0          Yes      Govt_job
## 1734 16028 Female  45            0             0          Yes       Private
## 1735 49645   Male  58            0             0           No       Private
## 1736 54347   Male  61            0             0          Yes Self-employed
## 1737  4861 Female  30            0             0          Yes       Private
## 1738 54353 Female  78            1             1          Yes       Private
## 1739 71016 Female  68            0             0          Yes       Private
## 1740 33768 Female  16            0             0           No Self-employed
## 1741 62681 Female  38            1             0          Yes       Private
## 1742 41007 Female  39            0             0          Yes       Private
## 1743 35450 Female  51            0             0          Yes       Private
## 1744 62793   Male  37            0             0          Yes       Private
## 1745 66592   Male  16            0             0           No       Private
## 1746 33462   Male  39            0             0          Yes       Private
## 1747 29804   Male  24            1             0          Yes       Private
## 1748 33906   Male  51            0             0          Yes      Govt_job
## 1749 43510 Female  50            1             0          Yes      Govt_job
## 1750 21202 Female  27            0             0          Yes       Private
## 1751  7222 Female  73            0             0          Yes Self-employed
## 1752 13561 Female  65            0             0          Yes       Private
## 1753 29179 Female  76            1             1          Yes       Private
## 1754  5511   Male  66            0             0          Yes Self-employed
## 1755 20825 Female  53            0             0          Yes      Govt_job
## 1756 67144 Female  65            0             0          Yes Self-employed
## 1757 15515 Female  48            0             0          Yes Self-employed
## 1758  3753   Male  31            0             0          Yes       Private
## 1759 27279   Male   5            0             0           No      children
## 1760 48759 Female  45            0             0          Yes       Private
## 1761 69524   Male  56            0             0          Yes Self-employed
## 1762 28443   Male  62            0             0          Yes Self-employed
## 1763 38578 Female  35            0             0           No       Private
## 1764 66502   Male  16            0             0           No       Private
## 1765 50978 Female  31            0             0          Yes      Govt_job
## 1766  9034   Male   5            0             0           No      children
## 1767 16582   Male  26            0             0          Yes       Private
## 1768 28500   Male  10            0             0           No      children
## 1769 70241 Female  22            0             0           No       Private
## 1770 32452 Female  82            0             1          Yes Self-employed
## 1771 45573 Female  50            0             0          Yes       Private
## 1772 64412 Female  47            0             0          Yes       Private
## 1773 66647   Male  31            0             0          Yes       Private
## 1774 39450   Male  22            0             0           No       Private
## 1775 57109 Female  12            0             0           No      children
## 1776  3591 Female  63            1             0          Yes       Private
## 1777 25138 Female  78            1             0          Yes       Private
## 1778 17277   Male   4            0             0           No      children
## 1779 35333   Male  76            1             0          Yes       Private
## 1780 18861   Male  32            0             0           No       Private
## 1781 15120 Female  81            1             0          Yes Self-employed
## 1782 29221 Female  39            0             0          Yes       Private
## 1783 11412 Female  59            0             0          Yes       Private
## 1784 38858   Male   2            0             0           No      children
## 1785  6802 Female  37            0             0          Yes       Private
## 1786  8644 Female  78            0             1          Yes       Private
## 1787 54579 Female  75            0             0          Yes Self-employed
## 1788 41935   Male  34            0             0           No       Private
## 1789 17926 Female  48            0             0          Yes      Govt_job
## 1790 13862 Female  13            0             0           No  Never_worked
## 1791 64523   Male  54            1             0          Yes       Private
## 1792 66065   Male  13            0             0           No      children
## 1793 71869 Female  24            0             0           No       Private
## 1794 11024 Female  76            0             0          Yes       Private
## 1795 46035   Male   1            0             0           No      children
## 1796 24630   Male  57            0             0          Yes       Private
## 1797 11238   Male  46            0             0          Yes       Private
## 1798 54946 Female  26            0             0           No       Private
## 1799 24229 Female  56            0             0          Yes Self-employed
## 1800 29934   Male  34            0             0          Yes       Private
## 1801 28998   Male  25            0             0           No       Private
## 1802 19805   Male  60            0             0           No       Private
## 1803 63668   Male  22            0             0           No       Private
## 1804 24876   Male  35            0             0          Yes       Private
## 1805 34719   Male  48            1             0           No       Private
## 1806 48769 Female  38            0             0          Yes       Private
## 1807 22536 Female  12            0             0           No      children
## 1808  8760 Female  22            0             0           No       Private
## 1809 53126 Female   5            0             0           No      children
## 1810 18179   Male  13            0             0           No       Private
## 1811 38242 Female  78            0             1          Yes Self-employed
## 1812 68708 Female  23            0             0           No       Private
## 1813 12366 Female  35            0             0           No       Private
## 1814 42465 Female  78            1             0          Yes       Private
## 1815 24638   Male  50            0             0          Yes      Govt_job
## 1816 58587   Male  61            0             0          Yes       Private
## 1817  9170   Male  60            0             0          Yes Self-employed
## 1818 36545   Male  43            0             0          Yes       Private
## 1819 19467   Male  60            1             0          Yes       Private
## 1820 16868 Female  51            0             0          Yes       Private
## 1821 47608 Female  21            0             0           No       Private
## 1822 38440   Male  16            0             0           No       Private
## 1823 23543 Female  25            0             0           No       Private
## 1824 65396 Female  36            0             0          Yes       Private
## 1825 34621 Female   8            0             0           No      children
## 1826 23561 Female  48            0             0          Yes       Private
## 1827 16091   Male  14            0             0           No       Private
## 1828 63597 Female  60            0             0          Yes       Private
## 1829 57533   Male  61            1             0          Yes       Private
## 1830 59370 Female  60            0             0          Yes       Private
## 1831 57285   Male  56            0             0           No       Private
## 1832 17515 Female   9            0             0           No      children
## 1833 23988 Female  45            0             0          Yes       Private
## 1834 34958   Male  14            0             0           No      children
## 1835 30620   Male  37            0             0           No       Private
## 1836 31811 Female  52            0             1          Yes       Private
## 1837  1818 Female  30            0             0           No      Govt_job
## 1838  5478 Female  60            0             0          Yes Self-employed
## 1839 26830 Female  47            0             0          Yes Self-employed
## 1840 25883 Female  82            1             0          Yes Self-employed
## 1841 43657   Male  64            0             0          Yes      Govt_job
## 1842 71917   Male  12            0             0           No      children
## 1843 61299 Female  79            1             0          Yes       Private
## 1844 24603   Male  77            0             0          Yes       Private
## 1845 70654 Female  25            0             0           No       Private
## 1846 49485 Female  26            0             0           No       Private
## 1847 61641   Male  14            0             0           No      children
## 1848 12600 Female  42            0             0          Yes Self-employed
## 1849 11566   Male  37            0             0          Yes       Private
## 1850 72108   Male   8            0             0           No      children
## 1851 35117 Female  78            0             0          Yes Self-employed
## 1852 22967   Male  18            0             0           No       Private
## 1853 28913   Male  78            0             0          Yes       Private
## 1854 70857 Female  55            0             0          Yes      Govt_job
## 1855 42229 Female  68            0             0          Yes Self-employed
## 1856 23459 Female  47            0             0          Yes       Private
## 1857  2209 Female  47            0             0          Yes      Govt_job
## 1858 38673 Female  51            0             0          Yes       Private
## 1859 42184   Male  43            0             0          Yes Self-employed
## 1860 59250 Female  78            0             0          Yes      Govt_job
## 1861 29525   Male  63            0             0          Yes       Private
## 1862 42713 Female  45            0             0          Yes       Private
## 1863 16066 Female  53            1             1          Yes       Private
## 1864 33692 Female  12            0             0           No      children
## 1865 29232 Female  56            0             0          Yes       Private
## 1866 70122 Female  29            0             0          Yes       Private
## 1867 25305   Male  10            0             0           No      children
## 1868 66110 Female  55            0             0          Yes       Private
## 1869 69461 Female  49            0             0          Yes      Govt_job
## 1870  7885 Female  23            0             0           No       Private
## 1871 60050 Female  53            0             0          Yes Self-employed
## 1872 21608   Male  56            1             0          Yes      Govt_job
## 1873 32150 Female  56            0             0          Yes Self-employed
## 1874 48069 Female  61            0             0          Yes       Private
## 1875 24066 Female  45            0             0          Yes       Private
## 1876 39242   Male  80            1             1          Yes       Private
## 1877 57618 Female  47            0             0          Yes Self-employed
## 1878 14599 Female   3            0             0           No      children
## 1879 27479   Male  63            0             0          Yes Self-employed
## 1880 10238 Female  68            1             0          Yes       Private
## 1881 49014 Female  76            0             0          Yes      Govt_job
## 1882 67063   Male  62            0             0          Yes Self-employed
## 1883 38488 Female  30            0             0          Yes       Private
## 1884 33298 Female  44            0             0          Yes       Private
## 1885 48739   Male  47            0             0          Yes Self-employed
## 1886 52428   Male  25            0             0           No       Private
## 1887 61171 Female  31            0             0           No       Private
## 1888 40878   Male  71            0             0          Yes Self-employed
## 1889 61247 Female  32            0             0           No       Private
## 1890 27799   Male  72            0             0          Yes       Private
## 1891  2824 Female  44            0             0          Yes      Govt_job
## 1892 12376   Male  63            0             0          Yes      Govt_job
## 1893 72435 Female  37            0             0          Yes       Private
## 1894 46864   Male  54            0             1          Yes      Govt_job
## 1895  2019   Male  20            0             0           No       Private
## 1896 26154   Male  56            0             0          Yes       Private
## 1897 47972 Female  25            0             0           No      Govt_job
## 1898 47751 Female  19            0             0           No       Private
## 1899 25405   Male  62            0             0          Yes      Govt_job
## 1900 34525 Female  27            0             0           No       Private
## 1901 13755   Male   5            0             0           No      children
## 1902 56019 Female  20            0             0           No       Private
## 1903 67942   Male  21            0             0           No       Private
## 1904 43806   Male  44            0             0          Yes       Private
## 1905 39849   Male  39            1             0           No       Private
## 1906  7344   Male  38            0             0          Yes      Govt_job
## 1907  1741   Male  77            0             0          Yes       Private
## 1908 52220 Female  26            0             0           No       Private
## 1909 20129   Male  51            0             0          Yes       Private
## 1910 61178   Male  39            0             0          Yes       Private
## 1911 48226 Female   5            0             0           No      children
## 1912  1151 Female  59            0             0          Yes Self-employed
## 1913  6672   Male  67            0             0          Yes       Private
## 1914 10333 Female  45            0             0          Yes       Private
## 1915 11134   Male  43            0             0          Yes       Private
## 1916 25199 Female  80            0             0          Yes       Private
## 1917 66490   Male  42            1             0          Yes      Govt_job
## 1918 10390 Female   8            0             0           No      children
## 1919 33144 Female  68            0             0           No      Govt_job
## 1920 72497 Female   5            0             0           No      children
## 1921 16783   Male  57            0             1          Yes Self-employed
## 1922   727   Male  44            0             0          Yes       Private
## 1923 51935   Male  16            0             0           No  Never_worked
## 1924 44177 Female  60            0             0          Yes Self-employed
## 1925  2421 Female  58            0             0          Yes       Private
## 1926 48693 Female  43            0             0          Yes       Private
## 1927  5723 Female  50            0             0          Yes       Private
## 1928 29470 Female   5            0             0           No      children
## 1929 71590 Female   5            0             0           No      children
## 1930 16600   Male   9            0             0           No      children
## 1931 28309 Female  67            0             0          Yes       Private
## 1932 41911 Female  21            0             0          Yes       Private
## 1933  3390 Female  36            0             0          Yes       Private
## 1934 31806 Female  70            0             0          Yes       Private
## 1935 68750   Male  57            0             0          Yes       Private
## 1936 32840 Female  52            0             0          Yes       Private
## 1937 49797 Female  28            0             0           No       Private
## 1938 72096 Female  41            0             0          Yes       Private
## 1939 13503   Male  81            0             0          Yes Self-employed
## 1940 41536 Female  33            0             0          Yes      Govt_job
## 1941 17441 Female  31            0             0           No Self-employed
## 1942 62238 Female  42            0             0           No       Private
## 1943   737   Male  10            0             0           No      children
## 1944  4627   Male  34            0             0           No       Private
## 1945 47208 Female  70            0             0          Yes Self-employed
## 1946  6844   Male  33            0             0          Yes       Private
## 1947 60001 Female  58            0             0          Yes       Private
## 1948 44503 Female  25            0             0           No       Private
## 1949 44938 Female   5            0             0           No      children
## 1950 40371 Female  47            0             0          Yes       Private
## 1951 39011 Female  14            0             0           No      children
## 1952  1460 Female  82            0             0          Yes       Private
## 1953 48364   Male  52            0             0          Yes      Govt_job
## 1954 30285   Male  72            0             1          Yes Self-employed
## 1955 21472   Male  52            0             1          Yes Self-employed
## 1956 71182 Female  61            1             0          Yes      Govt_job
## 1957 33412 Female  15            0             0           No       Private
## 1958 16061 Female   5            0             0           No      children
## 1959 60266   Male   6            0             0           No      children
## 1960 70965   Male   3            0             0           No      children
## 1961 56736   Male  18            0             0           No       Private
## 1962  6537 Female  53            0             0          Yes Self-employed
## 1963 41827   Male  58            0             0          Yes       Private
## 1964 49480 Female  31            0             0           No       Private
## 1965 36704 Female  29            0             0          Yes Self-employed
## 1966  8884 Female   5            0             0           No      children
## 1967 49775   Male  40            0             0          Yes       Private
## 1968 25777   Male  75            0             0          Yes       Private
## 1969  2070   Male  52            0             0          Yes       Private
## 1970 15752   Male  39            0             0          Yes       Private
## 1971 45915 Female  40            0             0           No       Private
## 1972 48775 Female  78            1             0          Yes Self-employed
## 1973 65697 Female  39            0             0          Yes       Private
## 1974 65229 Female  17            0             0           No       Private
## 1975 56889   Male  45            1             0          Yes       Private
## 1976  6596   Male   5            0             0           No      children
## 1977 46577 Female  13            0             0           No       Private
## 1978 63455   Male  26            0             0          Yes       Private
## 1979 21724 Female  42            0             0          Yes Self-employed
## 1980 29863   Male  44            0             0           No       Private
## 1981 69249 Female   3            0             0           No      children
## 1982  8968 Female  42            0             0          Yes       Private
## 1983 20310   Male  25            0             0           No      Govt_job
## 1984 11450 Female  41            0             0          Yes Self-employed
## 1985 31999   Male  51            0             1          Yes       Private
## 1986 34133 Female  20            0             0           No       Private
## 1987 44202 Female  25            0             0          Yes       Private
## 1988 72311   Male  18            0             0           No       Private
## 1989 18704 Female  37            0             0          Yes       Private
## 1990 36518 Female  51            0             0          Yes       Private
## 1991 35651   Male   2            0             0           No      children
## 1992 13749 Female  38            0             0          Yes       Private
## 1993 21521   Male  64            0             1          Yes       Private
## 1994 27163 Female  60            1             0          Yes       Private
## 1995  8882   Male  22            0             0           No      Govt_job
## 1996 32016   Male  71            1             0          Yes       Private
## 1997 14287 Female  32            0             0          Yes       Private
## 1998 60139 Female  32            0             0          Yes Self-employed
## 1999  2447 Female  63            0             0          Yes       Private
## 2000 42500   Male   5            0             0           No      children
## 2001 44391   Male  54            0             0          Yes       Private
## 2002 12741 Female  25            0             0          Yes       Private
## 2003 15418 Female  80            0             0          Yes Self-employed
## 2004 69482 Female  31            0             0          Yes      Govt_job
## 2005 32270   Male  53            0             0          Yes       Private
## 2006 50983   Male  35            0             0          Yes       Private
## 2007  6493   Male  31            0             0           No       Private
## 2008 45399   Male  60            0             0          Yes       Private
## 2009 67099   Male   5            0             0           No      children
## 2010 19585 Female  21            0             0           No       Private
## 2011 26247 Female  78            0             0          Yes       Private
## 2012 25818   Male  59            0             0          Yes      Govt_job
## 2013 34261   Male   5            0             0           No      children
## 2014 64128   Male  10            0             0           No      children
## 2015 62817   Male  60            0             0          Yes       Private
## 2016 69339   Male  11            0             0           No      children
## 2017 25919   Male  48            1             0          Yes Self-employed
## 2018 71978 Female  50            0             0          Yes       Private
## 2019  1473   Male  69            1             0          Yes       Private
## 2020 66546 Female  20            0             0           No       Private
## 2021 56584 Female  22            0             0           No       Private
## 2022 38316   Male  55            0             0          Yes       Private
## 2023 15647 Female  57            0             0           No       Private
## 2024 59933 Female  29            0             0           No       Private
## 2025  3429 Female  32            0             0           No      Govt_job
## 2026 60963 Female  54            0             0          Yes       Private
## 2027 67689   Male  37            0             0          Yes Self-employed
## 2028 31689 Female  58            0             0          Yes       Private
## 2029 23240 Female  41            0             0          Yes       Private
## 2030 30850   Male  72            0             0          Yes       Private
## 2031 38920   Male   5            0             0           No      children
## 2032 66080 Female  32            0             0           No       Private
## 2033 57263 Female  54            0             0          Yes       Private
## 2034 60126 Female  79            0             0          Yes       Private
## 2035 64393   Male  56            0             0           No Self-employed
## 2036 69285 Female  45            0             0          Yes       Private
## 2037 24428   Male   6            0             0           No      children
## 2038 59642 Female  45            0             0          Yes       Private
## 2039 12064   Male  60            0             0          Yes       Private
## 2040 59737 Female  65            0             0          Yes       Private
## 2041 19352 Female  57            0             0          Yes       Private
## 2042 61903   Male  58            0             0           No      Govt_job
## 2043 47701   Male   8            0             0           No      children
## 2044 15225   Male  18            0             0           No       Private
## 2045 66431   Male  49            0             0          Yes       Private
## 2046 57236   Male   2            0             0           No      children
## 2047 48453 Female  52            0             0          Yes       Private
## 2048  8031 Female  63            0             0          Yes Self-employed
## 2049 39139 Female  57            0             0          Yes       Private
## 2050  4838 Female  50            0             0          Yes      Govt_job
## 2051 22689   Male  12            0             0           No      children
## 2052 37752 Female  35            0             0          Yes       Private
## 2053 32320 Female  35            0             0          Yes Self-employed
## 2054 14889   Male  64            0             0          Yes      Govt_job
## 2055 13964 Female  42            0             0          Yes       Private
## 2056 31746 Female  62            0             0          Yes       Private
## 2057 17492 Female   3            0             0           No      children
## 2058  1499 Female  43            0             0          Yes      Govt_job
## 2059 34396 Female  52            1             0          Yes       Private
## 2060 36750   Male  64            1             0          Yes       Private
## 2061 68816   Male  59            0             0          Yes       Private
## 2062 16129 Female  81            0             0          Yes Self-employed
## 2063 64006 Female  15            0             0           No       Private
## 2064 51845   Male  50            0             0          Yes      Govt_job
## 2065 30692   Male  73            0             0          Yes       Private
## 2066 65712   Male  19            0             0           No       Private
## 2067 42161 Female  30            0             0          Yes       Private
## 2068 16938 Female  40            0             0          Yes Self-employed
## 2069 16113 Female  47            0             0          Yes      Govt_job
## 2070 29388 Female  66            0             0          Yes       Private
## 2071 65109   Male  47            0             0          Yes       Private
## 2072 61242 Female  41            1             0          Yes      Govt_job
## 2073 65252 Female  63            0             0          Yes      Govt_job
## 2074 49615 Female  12            0             0           No      children
## 2075 63511   Male   5            0             0           No      children
## 2076 14089 Female  46            0             0          Yes       Private
## 2077 16987 Female   8            0             0           No      children
## 2078 53399   Male  74            0             0          Yes       Private
## 2079 36946   Male  74            0             0          Yes       Private
## 2080 55522 Female   4            0             0           No      children
## 2081 27954 Female  26            0             0           No       Private
## 2082  5355   Male  63            0             0          Yes      Govt_job
## 2083 69069 Female  48            0             1           No       Private
## 2084 11539 Female  24            1             0           No       Private
## 2085 16847   Male  47            0             0           No       Private
## 2086 15873   Male  70            0             0          Yes       Private
## 2087 15415   Male  41            1             1          Yes       Private
## 2088 22891 Female  42            0             0          Yes Self-employed
## 2089  7394 Female  57            1             0           No       Private
## 2090 29915 Female  51            0             0           No       Private
## 2091 62607   Male  15            0             0           No       Private
## 2092 24404   Male  11            0             0           No      children
## 2093 69666 Female  27            0             0          Yes Self-employed
## 2094 54997 Female  53            0             0          Yes Self-employed
## 2095  6199 Female  52            0             0          Yes      Govt_job
## 2096  4635 Female  68            0             0          Yes       Private
## 2097  3305   Male  65            0             0          Yes       Private
## 2098 24342 Female  23            0             0           No       Private
## 2099 65093 Female  43            0             0          Yes Self-employed
## 2100 46261   Male  55            0             0          Yes       Private
## 2101 42624 Female  52            0             0          Yes       Private
## 2102 24735 Female  21            0             0           No       Private
## 2103 50671   Male  78            1             1          Yes Self-employed
## 2104  1679   Male  35            0             0          Yes       Private
## 2105 66680 Female  49            1             0          Yes       Private
## 2106 34248   Male  50            1             0           No       Private
## 2107 65336 Female  27            0             0          Yes       Private
## 2108 68333 Female  52            1             0           No       Private
## 2109 60210 Female  22            0             0           No       Private
## 2110 11573 Female  19            0             0           No       Private
## 2111 67890   Male  77            0             1          Yes       Private
## 2112 49254   Male  57            1             0          Yes       Private
## 2113  9199   Male  13            0             0           No Self-employed
## 2114 35402   Male  14            0             0           No       Private
## 2115 25996 Female  29            0             0          Yes       Private
## 2116  8345 Female  49            0             0          Yes       Private
## 2117 63219   Male   5            0             0           No      children
## 2118  8770   Male  21            0             0           No Self-employed
## 2119 22370   Male  36            1             0           No      Govt_job
## 2120 25930   Male  42            0             0          Yes       Private
## 2121 33478 Female  56            0             0           No       Private
## 2122 23009   Male  46            0             0          Yes       Private
## 2123 24885   Male  79            0             1          Yes Self-employed
## 2124 58591 Female  25            0             0           No       Private
## 2125 44777   Male  67            0             0          Yes       Private
## 2126 46363   Male  37            0             0          Yes       Private
## 2127 36377 Female  44            0             0          Yes       Private
## 2128 15440 Female  36            0             0          Yes       Private
## 2129 56420   Male  17            1             0           No       Private
## 2130 39531   Male  50            1             0          Yes       Private
## 2131 55220   Male  53            0             0          Yes       Private
## 2132 30731 Female  39            0             0           No Self-employed
## 2133 14479 Female  71            0             1          Yes       Private
## 2134 40471 Female  18            0             0           No       Private
## 2135  7384   Male  55            0             0           No Self-employed
## 2136 53422   Male  52            0             0          Yes       Private
## 2137 59745 Female  27            0             0          Yes       Private
## 2138 24721   Male  24            0             0           No       Private
## 2139  9644   Male  72            0             0          Yes       Private
## 2140 50837   Male  41            0             0          Yes Self-employed
## 2141 67941 Female  29            0             0           No Self-employed
## 2142 43590 Female  26            0             0          Yes       Private
## 2143 29014 Female  23            0             0          Yes       Private
## 2144 66051   Male  43            0             0          Yes Self-employed
## 2145 70783 Female  43            0             0          Yes       Private
## 2146 10716 Female  49            0             0          Yes       Private
## 2147  7868   Male  13            0             0           No      children
## 2148 58350 Female  26            0             0           No      Govt_job
## 2149 18927 Female  10            0             0           No      children
## 2150 19550   Male  39            0             0          Yes       Private
## 2151 31372 Female  41            0             0          Yes       Private
## 2152 55262   Male  25            0             0          Yes       Private
## 2153 50238   Male  10            0             0           No      children
## 2154  2868 Female  54            0             0          Yes      Govt_job
## 2155 51343   Male   7            0             0           No      children
## 2156 56324 Female  53            0             0          Yes Self-employed
## 2157 42047 Female  55            0             0          Yes Self-employed
## 2158 36486   Male   6            0             0           No      children
## 2159 62456 Female  72            0             0          Yes Self-employed
## 2160 64980 Female  42            0             0          Yes      Govt_job
## 2161 65962   Male  50            0             0          Yes       Private
## 2162 47521 Female  55            1             0          Yes      Govt_job
## 2163 41501 Female  47            0             0          Yes      Govt_job
## 2164 47582   Male   3            0             0           No      children
## 2165 63938 Female  49            0             0          Yes Self-employed
## 2166 49627 Female  12            0             0           No      children
## 2167 61291   Male  28            0             0          Yes       Private
## 2168 53032   Male  40            0             0          Yes       Private
## 2169 45040   Male  55            0             0          Yes       Private
## 2170 56791   Male   9            0             0           No      children
## 2171 37320 Female  77            0             0          Yes       Private
## 2172 72514   Male  18            0             0           No       Private
## 2173  3842   Male  73            0             0          Yes       Private
## 2174 38143 Female  67            1             0          Yes       Private
## 2175 54296   Male  58            0             0          Yes Self-employed
## 2176 48435 Female   2            0             0           No      children
## 2177 42212 Female  38            0             0          Yes       Private
## 2178 47607   Male   5            0             0           No      children
## 2179 16535 Female  34            0             0           No       Private
## 2180 66677   Male  78            0             0          Yes       Private
## 2181 57270 Female  57            0             0          Yes       Private
## 2182 22414 Female  17            0             0           No       Private
## 2183 63401 Female  71            0             0          Yes Self-employed
## 2184 32252 Female  19            0             0           No       Private
## 2185 17950   Male  56            0             0          Yes       Private
## 2186 53990   Male  64            0             1          Yes       Private
## 2187 20565   Male  13            0             0           No      children
## 2188 59993   Male  40            0             0          Yes       Private
## 2189 42830   Male  80            0             1          Yes       Private
## 2190 34721 Female  62            1             0          Yes      Govt_job
## 2191  5157   Male  79            1             0          Yes Self-employed
## 2192 48851 Female   9            0             0           No      children
## 2193 26084 Female  77            1             0          Yes Self-employed
## 2194 23413 Female  26            0             0           No       Private
## 2195 49970   Male   5            0             0           No      children
## 2196 72414   Male  16            0             0           No       Private
## 2197 21374 Female  40            0             0          Yes       Private
## 2198 69623   Male  46            0             0          Yes       Private
## 2199 40378   Male  45            1             0          Yes Self-employed
## 2200  4671 Female  59            0             0           No       Private
## 2201 17295 Female  31            0             0          Yes Self-employed
## 2202 55466 Female  69            0             1          Yes       Private
## 2203 65419   Male  73            0             1          Yes      Govt_job
## 2204 34448 Female  56            0             0          Yes Self-employed
## 2205 14406 Female  80            0             1          Yes Self-employed
## 2206   924 Female  60            0             0          Yes      Govt_job
## 2207 71339 Female  40            0             0          Yes      Govt_job
## 2208 31443 Female  30            0             0          Yes      Govt_job
## 2209 49672 Female  66            0             0          Yes      Govt_job
## 2210   394   Male  78            1             0          Yes Self-employed
## 2211 63362 Female  37            0             0          Yes       Private
## 2212 59928 Female  41            0             0          Yes Self-employed
## 2213 62289 Female  34            0             0          Yes       Private
## 2214 59464 Female  18            0             0           No       Private
## 2215 18680   Male  69            0             0          Yes Self-employed
## 2216 19439   Male  67            0             1          Yes       Private
## 2217 27017   Male  28            0             0           No       Private
## 2218  8277 Female   3            0             0           No      children
## 2219 14099 Female  57            0             0          Yes      Govt_job
## 2220 37128   Male  34            0             0          Yes       Private
## 2221 57774   Male  50            0             0          Yes       Private
## 2222 64033   Male  55            0             1           No       Private
## 2223 72701   Male   2            0             0           No      children
## 2224 59130 Female  27            0             0           No       Private
## 2225 48472   Male  57            0             0          Yes       Private
## 2226 67956 Female  73            0             0          Yes       Private
## 2227 35602 Female  52            0             0          Yes      Govt_job
## 2228 13818 Female  65            0             0          Yes       Private
## 2229 34661   Male  48            1             0          Yes       Private
## 2230 64895   Male  54            1             0          Yes Self-employed
## 2231 21969   Male   8            0             0           No      children
## 2232 38320   Male  45            1             0          Yes       Private
## 2233 42040 Female  48            0             0          Yes      Govt_job
## 2234 31857 Female  77            0             0          Yes Self-employed
## 2235 64494 Female  34            0             0          Yes       Private
## 2236 34764 Female  33            0             0          Yes       Private
## 2237 20673   Male  39            0             0          Yes       Private
## 2238 64817   Male  39            0             0          Yes Self-employed
## 2239 72450   Male  40            0             0          Yes       Private
## 2240 13988 Female  46            0             0          Yes       Private
## 2241 54985 Female   1            0             0           No      children
## 2242  6049 Female   5            0             0           No      children
## 2243 13380   Male  14            0             0           No      children
## 2244 64371 Female  49            0             0          Yes Self-employed
## 2245 50295 Female  45            0             0          Yes       Private
## 2246 14404 Female  13            0             0           No      children
## 2247 58645 Female  76            0             0          Yes       Private
## 2248 19419   Male  14            0             0           No      children
## 2249 24518 Female  20            0             0           No       Private
## 2250 53494 Female   9            0             0           No      children
## 2251 42599 Female  78            0             1          Yes       Private
## 2252 68370   Male  49            0             0          Yes       Private
## 2253 57813 Female  55            0             0          Yes       Private
## 2254  1329 Female  43            0             0           No      Govt_job
## 2255 15255 Female  16            0             0           No       Private
## 2256 65680   Male  58            0             1          Yes Self-employed
## 2257 32974   Male  67            0             0          Yes      Govt_job
## 2258  5863 Female  71            0             0          Yes       Private
## 2259 10584   Male   8            0             0           No      children
## 2260 38675 Female  18            0             0           No       Private
## 2261 47600 Female  47            0             0          Yes       Private
## 2262 48246   Male  59            0             0          Yes       Private
## 2263 61743   Male  28            0             0           No      Govt_job
## 2264  3879 Female  20            0             0           No       Private
## 2265 58086   Male  67            0             0          Yes       Private
## 2266 53957   Male  71            0             0          Yes Self-employed
## 2267 40137 Female  56            0             0          Yes Self-employed
## 2268 70500 Female  44            0             0           No       Private
## 2269 35085 Female   6            0             0           No      children
## 2270 43872 Female  78            0             0          Yes       Private
## 2271 62951 Female  32            0             0          Yes       Private
## 2272 43244 Female  40            0             0          Yes       Private
## 2273 31198 Female  63            0             0          Yes Self-employed
## 2274 23223   Male  51            0             0          Yes       Private
## 2275 38474   Male  22            0             0          Yes      Govt_job
## 2276  4591 Female  82            0             0          Yes Self-employed
## 2277  1451 Female  17            0             0           No       Private
## 2278 37150 Female  34            0             0          Yes       Private
## 2279 65632   Male  42            0             0          Yes       Private
## 2280 62834 Female  32            0             0          Yes       Private
## 2281 21826   Male  73            0             0          Yes Self-employed
## 2282 21036 Female  47            0             0          Yes       Private
## 2283 55566 Female  34            0             0          Yes       Private
## 2284 46923   Male  64            0             1          Yes       Private
## 2285 63990   Male  52            1             0          Yes Self-employed
## 2286  2265   Male  49            0             0          Yes       Private
## 2287  2860   Male  55            0             0          Yes       Private
## 2288 15964 Female  64            1             0          Yes       Private
## 2289 46483   Male  23            0             0           No       Private
## 2290 33284   Male  18            0             0           No       Private
## 2291 61895 Female  65            0             0          Yes       Private
## 2292 48875   Male  12            0             0           No      children
## 2293 36589 Female  61            0             0          Yes Self-employed
## 2294 28651   Male  66            0             0          Yes       Private
## 2295 45033   Male  59            0             0          Yes      Govt_job
## 2296 32166   Male  47            1             0          Yes       Private
## 2297 34188 Female  47            0             0          Yes      Govt_job
## 2298 58359 Female  71            1             0          Yes       Private
## 2299 59347   Male  62            0             0          Yes       Private
## 2300 12849 Female  28            0             0          Yes       Private
## 2301  6104 Female   7            0             0           No      children
## 2302 29694 Female  68            0             0          Yes       Private
## 2303 30806   Male  37            0             0          Yes Self-employed
## 2304 20316 Female  75            0             0          Yes      Govt_job
## 2305 58253   Male   5            0             0           No      children
## 2306 57679   Male   5            0             0           No      children
## 2307 39956 Female  34            0             0           No       Private
## 2308  7683   Male  49            0             0          Yes Self-employed
## 2309  9197 Female   8            0             0           No      children
## 2310 58543 Female  50            0             0          Yes      Govt_job
## 2311  6968   Male   2            0             0           No      children
## 2312 35838 Female   5            0             0           No      children
## 2313 57549 Female  76            0             0          Yes Self-employed
## 2314 59200   Male  18            0             0           No       Private
## 2315 24289   Male  82            0             0          Yes       Private
## 2316  6206 Female  67            0             0          Yes Self-employed
## 2317 28227 Female  27            0             0          Yes       Private
## 2318 35229   Male  57            0             0          Yes      Govt_job
## 2319 23176 Female  51            1             0          Yes       Private
## 2320  3045   Male  68            1             0          Yes       Private
## 2321 22386 Female  56            0             0          Yes       Private
## 2322  1077   Male  77            0             1          Yes      Govt_job
## 2323 57903 Female  52            1             0          Yes Self-employed
## 2324 22108 Female  18            0             0           No       Private
## 2325 55982 Female  63            0             0          Yes Self-employed
## 2326 55465 Female  31            0             0          Yes       Private
## 2327 29258 Female  37            0             0           No       Private
## 2328 38432 Female  64            0             0          Yes       Private
## 2329 49666   Male  47            0             0          Yes Self-employed
## 2330 59904 Female   5            0             0           No      children
## 2331 32365   Male  42            0             0          Yes       Private
## 2332 15351   Male  37            0             0          Yes       Private
## 2333 61000 Female  69            0             1           No       Private
## 2334    77 Female  13            0             0           No      children
## 2335 17466   Male  73            0             0           No      Govt_job
## 2336 57569   Male  48            0             0          Yes       Private
## 2337  9026 Female  78            1             0          Yes Self-employed
## 2338 54590 Female  21            0             0           No       Private
## 2339 54301   Male  54            0             0          Yes       Private
## 2340   170   Male  43            0             0          Yes      Govt_job
## 2341 52554   Male  19            0             0           No       Private
## 2342 10649 Female  82            0             0          Yes       Private
## 2343 28258 Female  80            0             0          Yes Self-employed
## 2344 22269 Female  69            1             0          Yes      Govt_job
## 2345 12557 Female  21            0             0           No Self-employed
## 2346  2846 Female  46            0             0          Yes       Private
## 2347 61219 Female  14            0             0           No  Never_worked
## 2348 65321   Male   6            0             0           No      children
## 2349 23946 Female   3            0             0           No      children
## 2350 56312   Male  47            0             0           No       Private
## 2351 20256   Male  34            0             0          Yes       Private
## 2352 26993 Female  41            0             0          Yes       Private
## 2353 58599 Female  67            0             0          Yes       Private
## 2354 27849 Female   5            0             0           No      children
## 2355 33367   Male  20            0             0           No       Private
## 2356 61764 Female  63            0             0          Yes       Private
## 2357 13620 Female  73            0             0          Yes Self-employed
## 2358 39308   Male  62            0             0          Yes       Private
## 2359  1275   Male   5            0             0           No      children
## 2360 34336   Male  50            1             0          Yes      Govt_job
## 2361  1505   Male  71            0             1          Yes Self-employed
## 2362 31887 Female  30            0             0          Yes       Private
## 2363 60258 Female  80            0             1          Yes Self-employed
## 2364 63450 Female  64            0             0          Yes Self-employed
## 2365 35178   Male   7            0             0           No      children
## 2366  3099 Female  36            0             0           No       Private
## 2367 43903   Male  79            0             0          Yes Self-employed
## 2368  9013 Female  35            0             0          Yes       Private
## 2369 60158 Female  28            0             0           No       Private
## 2370 15579   Male  72            0             0          Yes Self-employed
## 2371  8563 Female  12            0             0           No      children
## 2372 61573   Male  25            0             0           No       Private
## 2373 43827 Female  27            0             0          Yes       Private
## 2374 43090 Female  62            1             0          Yes Self-employed
## 2375 46068   Male  58            0             0           No Self-employed
## 2376 12469 Female  30            0             0          Yes       Private
## 2377 58820   Male  56            0             0          Yes       Private
## 2378 31893 Female  28            0             0          Yes       Private
## 2379 45259   Male  47            0             0          Yes       Private
## 2380 63779 Female  16            0             0           No       Private
## 2381 71250 Female  29            0             0          Yes       Private
## 2382 55051   Male  26            0             0          Yes       Private
## 2383  2520 Female  26            0             0          Yes       Private
## 2384  3715   Male  55            0             0          Yes       Private
## 2385 21206 Female  29            0             0           No       Private
## 2386 60159 Female  29            0             0           No      Govt_job
## 2387  3113 Female  33            0             0           No       Private
## 2388 62126 Female  19            1             0           No       Private
## 2389 51275 Female  10            0             0           No      children
## 2390  3115 Female   3            0             0           No      children
## 2391  9986 Female  60            0             0          Yes       Private
## 2392 35974 Female  16            0             0           No       Private
## 2393 46488   Male  35            0             0          Yes       Private
## 2394 54172 Female  41            0             0          Yes       Private
## 2395 21804 Female  19            0             0           No       Private
## 2396 50402 Female  79            0             0          Yes       Private
## 2397 36317 Female  41            0             0          Yes       Private
## 2398 44676   Male   5            0             0           No      children
## 2399  3724 Female  51            0             0          Yes      Govt_job
## 2400 69668 Female  33            0             0          Yes Self-employed
## 2401 59274 Female  33            0             0          Yes      Govt_job
## 2402 29676   Male  48            0             0           No       Private
## 2403 37655   Male  45            0             0          Yes       Private
## 2404 16980 Female  61            0             0           No       Private
## 2405 40213   Male  31            0             0           No       Private
## 2406 47831   Male  60            1             0           No       Private
## 2407 40977   Male  51            0             0          Yes       Private
## 2408 39129   Male  53            0             0          Yes      Govt_job
## 2409 40837   Male  52            0             0          Yes      Govt_job
## 2410 59000 Female  42            0             0          Yes      Govt_job
## 2411 44510 Female  56            0             0          Yes       Private
## 2412  3793   Male  14            0             0           No       Private
## 2413 32215 Female  40            0             0           No       Private
## 2414 35296 Female  58            0             0          Yes       Private
## 2415 69502 Female  52            1             0          Yes       Private
## 2416 67620   Male  30            0             0          Yes      Govt_job
## 2417 27664 Female  47            0             0          Yes       Private
## 2418 49555 Female  34            0             0          Yes      Govt_job
## 2419 16812 Female  82            0             1          Yes Self-employed
## 2420 63665 Female  31            0             0          Yes       Private
## 2421 68141 Female  58            0             0          Yes       Private
## 2422 33674 Female  47            0             0          Yes       Private
## 2423 30432   Male  65            1             0          Yes Self-employed
## 2424 10886 Female  13            0             0           No      children
## 2425 62629   Male  37            1             0          Yes       Private
## 2426 67758   Male   9            0             0           No      children
## 2427 41244 Female   7            0             0           No      children
## 2428 50309 Female  37            0             0           No      Govt_job
## 2429  6480   Male  62            0             0           No      Govt_job
## 2430 27007   Male  14            0             0           No Self-employed
## 2431 63912 Female  77            0             0          Yes      Govt_job
## 2432 37483   Male  36            0             0          Yes       Private
## 2433 29855 Female   3            0             0           No      children
## 2434 22136   Male  78            1             1           No Self-employed
## 2435 66637 Female  49            0             0          Yes      Govt_job
## 2436  2244   Male  44            0             0          Yes       Private
## 2437 22259   Male  10            0             0           No      children
## 2438 19088   Male   8            0             0           No      children
## 2439 61010 Female  60            0             0          Yes       Private
## 2440 49574 Female  56            0             0          Yes       Private
## 2441 12336 Female  73            0             0          Yes Self-employed
## 2442  3668 Female  65            0             0          Yes      Govt_job
## 2443  6034 Female  34            0             0          Yes Self-employed
## 2444 61418   Male  13            0             0           No      children
## 2445 68725 Female  80            0             0          Yes       Private
## 2446   464   Male  46            0             0          Yes       Private
## 2447 42225 Female  80            0             0          Yes Self-employed
## 2448 51254 Female  65            0             0           No       Private
## 2449 59164 Female  24            0             0           No       Private
## 2450 70429 Female  33            0             0          Yes       Private
## 2451 54253   Male  11            0             0           No      children
## 2452 47937 Female  57            0             0          Yes Self-employed
## 2453 66882 Female  19            0             0           No      Govt_job
## 2454  7411   Male  82            0             0          Yes       Private
## 2455 39593 Female  39            0             0          Yes       Private
## 2456  6239 Female  14            0             0           No       Private
## 2457 35378 Female  60            1             0           No       Private
## 2458 54012 Female   3            0             0           No      children
## 2459 69835 Female  57            0             0          Yes       Private
## 2460 44591   Male  79            0             0          Yes       Private
## 2461  4709 Female  65            0             0          Yes       Private
## 2462 20393 Female  67            1             0          Yes       Private
## 2463 27626 Female  60            0             0           No      Govt_job
## 2464 45864 Female  36            0             0           No       Private
## 2465 68685   Male  36            0             0          Yes      Govt_job
## 2466 28711 Female  26            0             0           No       Private
## 2467 44962   Male  71            0             0          Yes      Govt_job
## 2468  7892   Male  78            0             0          Yes       Private
## 2469 11744   Male  77            0             0          Yes Self-employed
## 2470 12279   Male  74            0             0          Yes       Private
## 2471 20740 Female  50            0             0          Yes Self-employed
## 2472 58257   Male   9            0             0           No      children
## 2473 36547   Male   5            0             0           No      children
## 2474   559 Female  54            0             0          Yes       Private
## 2475 13728   Male   8            0             0           No      children
## 2476  4400 Female  36            0             0          Yes       Private
## 2477 68524 Female  38            0             0          Yes       Private
## 2478 24096 Female  34            1             0          Yes Self-employed
## 2479 65643 Female   7            0             0           No      children
## 2480 30186 Female   5            0             0           No      children
## 2481 11904   Male  14            0             0           No      children
## 2482 20257   Male   5            0             0           No      children
## 2483  2822 Female  30            0             0          Yes       Private
## 2484 18072 Female  39            0             0          Yes      Govt_job
## 2485 34896 Female  17            0             0           No       Private
## 2486 53328 Female  14            0             0           No       Private
## 2487 28303 Female  52            0             0          Yes Self-employed
## 2488 44325   Male  78            0             0          Yes Self-employed
## 2489  8579 Female   2            0             0           No      children
## 2490 29229   Male  32            0             0          Yes       Private
## 2491 48406   Male   5            0             0           No      children
## 2492  3761 Female  50            0             0          Yes Self-employed
## 2493 65324 Female  48            0             0          Yes      Govt_job
## 2494  7658   Male  66            0             0          Yes      Govt_job
## 2495 35997   Male  78            0             1          Yes Self-employed
## 2496 34383   Male  46            0             0          Yes       Private
## 2497  8646 Female  54            0             0          Yes       Private
## 2498 46653 Female  81            1             1          Yes       Private
## 2499  1099 Female  15            0             0           No      children
## 2500 61676   Male  77            0             0          Yes Self-employed
## 2501 38131 Female  59            0             0          Yes Self-employed
## 2502 61848 Female  48            0             0          Yes       Private
## 2503 56228   Male  76            0             1          Yes Self-employed
## 2504  4949   Male  49            0             0          Yes       Private
## 2505 46688 Female  44            0             0           No       Private
## 2506 30491 Female  39            0             0          Yes       Private
## 2507 43478   Male  34            0             0          Yes       Private
## 2508 25443   Male  50            0             0           No       Private
## 2509 52519   Male  62            0             0          Yes       Private
## 2510 24361 Female  38            0             0          Yes       Private
## 2511 29514 Female  43            0             0          Yes       Private
## 2512 35893   Male  28            0             0           No       Private
## 2513 58568 Female  58            0             0          Yes       Private
## 2514 63303   Male  28            0             0           No       Private
## 2515 70625   Male  18            0             0           No       Private
## 2516 54807   Male  62            1             1          Yes       Private
## 2517 18820   Male  31            0             0           No       Private
## 2518 64029   Male  55            1             0          Yes       Private
## 2519 72703 Female  54            0             0          Yes       Private
## 2520 11394   Male  73            0             1          Yes       Private
## 2521 12298   Male  26            0             0           No Self-employed
## 2522 70845   Male  73            0             1          Yes       Private
## 2523 44494 Female  38            0             0          Yes       Private
## 2524 30953   Male  75            1             1          Yes       Private
## 2525 47861   Male  81            0             0          Yes       Private
## 2526 13465 Female  20            0             0           No       Private
## 2527 62454 Female  12            0             0           No      children
## 2528 52593   Male  78            0             1          Yes       Private
## 2529    91 Female  42            0             0           No       Private
## 2530 22056 Female  71            1             0          Yes       Private
## 2531 45469   Male  16            0             0           No      children
## 2532 41284   Male   4            0             0           No      children
## 2533 20112   Male  79            0             1          Yes       Private
## 2534 45627   Male  60            0             0          Yes       Private
## 2535  4174 Female  45            1             0          Yes       Private
## 2536 31660   Male  23            0             0           No       Private
## 2537 36196   Male  21            0             0           No       Private
## 2538 19769 Female  67            0             0          Yes Self-employed
## 2539  8341   Male  10            0             0           No      children
## 2540 42172 Female  24            0             0          Yes Self-employed
## 2541 14372   Male  50            0             0          Yes Self-employed
## 2542 61252   Male  79            0             1          Yes       Private
## 2543 15251   Male  14            0             0           No      children
## 2544 67800 Female  13            0             0           No      children
## 2545 10416   Male  71            0             1          Yes       Private
## 2546 19504 Female  66            0             0          Yes       Private
## 2547  7476   Male  32            0             0           No      Govt_job
## 2548 55526   Male  46            0             0          Yes      Govt_job
## 2549   452   Male  48            1             0          Yes       Private
## 2550 55790 Female  45            0             0          Yes       Private
## 2551 38541   Male  55            0             0          Yes       Private
## 2552 23748 Female  31            0             0          Yes       Private
## 2553 18790   Male  25            0             0           No       Private
## 2554 45751   Male  73            1             0          Yes Self-employed
## 2555 72369 Female  14            0             0           No      children
## 2556  7171 Female  56            0             0          Yes      Govt_job
## 2557 52826   Male  60            0             0          Yes       Private
## 2558 42556   Male  27            0             0          Yes       Private
## 2559   507 Female  28            0             0          Yes       Private
## 2560 56746   Male  46            1             0          Yes       Private
## 2561 54072 Female  11            0             0           No      children
## 2562 49760 Female  63            0             0          Yes       Private
## 2563 61821 Female  59            0             0          Yes       Private
## 2564 65481   Male  57            0             0          Yes       Private
## 2565  6174 Female  35            0             0           No       Private
## 2566 68224   Male  54            0             0          Yes       Private
## 2567 61559   Male   7            0             0           No      children
## 2568 65564 Female  48            0             0          Yes       Private
## 2569 18890   Male  69            1             0          Yes       Private
## 2570 58936   Male  59            0             0          Yes       Private
## 2571 67667 Female  72            1             0          Yes Self-employed
## 2572 68138   Male  49            0             0          Yes       Private
## 2573 50363 Female  73            1             0          Yes       Private
## 2574  4740 Female  24            0             0           No       Private
## 2575 39683   Male  26            0             0           No       Private
## 2576 49903   Male  27            0             0           No       Private
## 2577 63457 Female  78            0             1           No Self-employed
## 2578 18595 Female  77            0             0          Yes       Private
## 2579 64912 Female  59            0             0          Yes Self-employed
## 2580 68382   Male   5            0             0           No      children
## 2581 69510   Male  39            0             0          Yes       Private
## 2582 29872 Female  35            0             0          Yes       Private
## 2583  1924   Male  54            0             0          Yes       Private
## 2584 67243 Female  75            0             1          Yes       Private
## 2585  3494 Female  80            0             0          Yes       Private
## 2586 37307 Female  35            0             0          Yes       Private
## 2587 41175 Female  22            0             0           No      Govt_job
## 2588 48303   Male  39            0             0          Yes       Private
## 2589 31473   Male   6            0             0           No      children
## 2590 31402 Female  62            0             0          Yes Self-employed
## 2591 18996 Female  13            0             0           No      children
## 2592  2573   Male  56            0             0          Yes      Govt_job
## 2593 60683   Male  53            0             1          Yes      Govt_job
## 2594 70537   Male   5            0             0           No      children
## 2595 63193 Female  44            0             0          Yes       Private
## 2596 12228   Male  13            0             0           No      children
## 2597 58107 Female  59            0             0          Yes       Private
## 2598 28647 Female  35            0             0          Yes       Private
## 2599 57086 Female  52            0             0          Yes       Private
## 2600  5505 Female  76            0             0          Yes       Private
## 2601 44112 Female  51            0             0          Yes Self-employed
## 2602 56645 Female  79            0             0          Yes      Govt_job
## 2603 16652 Female  69            0             0          Yes Self-employed
## 2604 32445 Female  78            0             0          Yes Self-employed
## 2605 18752   Male  60            0             0          Yes       Private
## 2606 35152   Male  10            0             0           No      children
## 2607 70081   Male  42            1             0          Yes Self-employed
## 2608 72340   Male  21            0             0           No       Private
## 2609 67112 Female  56            0             0          Yes       Private
## 2610 42323   Male  59            0             0          Yes      Govt_job
## 2611 35022 Female  69            0             0          Yes       Private
## 2612 21625 Female  25            0             0          Yes       Private
## 2613 49972   Male  63            0             0          Yes Self-employed
## 2614 44142   Male  25            0             0           No       Private
## 2615   364 Female  58            0             0          Yes       Private
## 2616 59669 Female  28            0             0          Yes       Private
## 2617 69900 Female  46            0             0          Yes      Govt_job
## 2618 12753   Male  53            0             0          Yes       Private
## 2619 10273 Female  37            0             0          Yes       Private
## 2620 30824   Male  12            0             0           No      children
## 2621   587 Female  14            0             0           No      children
## 2622 55856 Female  60            0             0          Yes       Private
## 2623 47196   Male  42            0             0          Yes       Private
## 2624 67724 Female  65            0             0          Yes       Private
## 2625 23488   Male  80            1             0          Yes Self-employed
## 2626  2849   Male  32            0             0          Yes       Private
## 2627 12134 Female  53            0             0          Yes      Govt_job
## 2628 24058 Female  50            0             0          Yes      Govt_job
## 2629 15117 Female  23            0             0           No       Private
## 2630 72915 Female  45            0             0          Yes       Private
## 2631 61836 Female   5            0             0           No      children
## 2632 13116   Male  49            0             0          Yes       Private
## 2633 48146   Male  70            0             1          Yes       Private
## 2634 72819 Female  82            0             0          Yes Self-employed
## 2635 20070   Male  23            0             0           No       Private
## 2636  8778 Female  79            0             0          Yes Self-employed
## 2637 13764 Female  74            0             0          Yes       Private
## 2638  2005   Male  78            0             1          Yes Self-employed
## 2639  8616 Female  50            0             0          Yes       Private
## 2640 51524 Female  34            0             0          Yes       Private
## 2641 50541   Male  47            0             0          Yes      Govt_job
## 2642 21971 Female  52            0             0          Yes      Govt_job
## 2643 32183 Female  67            0             0          Yes       Private
## 2644 30145 Female  62            0             0          Yes       Private
## 2645 30482 Female  18            0             0           No       Private
## 2646 30790 Female  75            1             0          Yes      Govt_job
## 2647 63337 Female  42            0             0          Yes       Private
## 2648 66264   Male  29            0             0          Yes      Govt_job
## 2649   641   Male  52            0             0          Yes      Govt_job
## 2650 42412 Female  18            0             0           No       Private
## 2651 65693   Male  67            0             0          Yes      Govt_job
## 2652  3746 Female  66            0             0          Yes       Private
## 2653 71304   Male   5            0             0           No      children
## 2654 34935 Female  18            0             0           No      Govt_job
## 2655 29173   Male  52            0             0          Yes      Govt_job
## 2656 26474 Female  44            0             0          Yes      Govt_job
## 2657 56857   Male  46            1             0          Yes      Govt_job
## 2658 13529 Female  36            0             0          Yes      Govt_job
## 2659 61979 Female  61            0             0          Yes      Govt_job
## 2660 70886 Female   7            0             0           No      children
## 2661 27693 Female  15            0             0           No      children
## 2662 59762   Male  61            0             0          Yes       Private
## 2663 57308   Male  20            0             0           No       Private
## 2664  3701 Female   2            0             0           No      children
## 2665 61339   Male  47            0             0          Yes Self-employed
## 2666 24965 Female  25            0             0           No      Govt_job
## 2667 33952   Male  66            1             0          Yes       Private
## 2668 39042   Male   2            0             0           No      children
## 2669 43039 Female  63            0             0          Yes       Private
## 2670 59915 Female  53            0             0           No       Private
## 2671  4727 Female  33            0             0          Yes      Govt_job
## 2672 16481 Female  23            0             0           No      Govt_job
## 2673 15018 Female  23            0             0           No      Govt_job
## 2674 49702 Female  81            0             0          Yes Self-employed
## 2675 48017   Male  55            0             0          Yes       Private
## 2676 15313 Female  69            1             0          Yes      Govt_job
## 2677 22231   Male  58            0             0          Yes       Private
## 2678 45461 Female  70            0             0          Yes       Private
## 2679 30678 Female  48            0             0          Yes       Private
## 2680 57904   Male  15            0             0           No       Private
## 2681 67483   Male  31            1             0          Yes       Private
## 2682  5646 Female   2            0             0           No      children
## 2683 67911   Male  80            0             0           No Self-employed
## 2684 16856 Female  69            0             0          Yes       Private
## 2685 37972 Female  52            0             0          Yes       Private
## 2686 62414   Male  80            1             0          Yes Self-employed
## 2687 50485   Male  54            0             0          Yes       Private
## 2688 47405 Female   2            0             0           No      children
## 2689 70928   Male  39            0             0          Yes      Govt_job
## 2690  4679 Female  38            0             0          Yes       Private
## 2691 15070   Male  76            0             1          Yes       Private
## 2692 25625 Female  45            0             0           No       Private
## 2693 35123 Female   5            0             0           No      children
## 2694 20165 Female  77            0             0          Yes       Private
## 2695 41730 Female  46            0             0           No      Govt_job
## 2696 38761 Female  50            0             0          Yes       Private
## 2697  4797 Female  52            0             0          Yes       Private
## 2698 19199 Female  73            1             0          Yes       Private
## 2699 30402   Male  41            0             0          Yes       Private
## 2700 25088 Female  40            0             0           No       Private
## 2701 54756 Female  59            0             0          Yes       Private
## 2702 19590   Male  48            0             0          Yes      Govt_job
## 2703 23332 Female  42            0             0          Yes       Private
## 2704 16971 Female  26            0             0           No       Private
## 2705 11727   Male  39            0             0          Yes Self-employed
## 2706 60255 Female  34            0             0           No       Private
## 2707 38796 Female  54            0             0          Yes       Private
## 2708 46498 Female  57            0             0          Yes       Private
## 2709 41042 Female   5            0             0           No      children
## 2710 35069 Female  50            1             1           No      Govt_job
## 2711 61103 Female  64            1             0          Yes Self-employed
## 2712 25095   Male  44            0             0          Yes      Govt_job
## 2713 55607   Male  38            0             0          Yes       Private
## 2714 63029   Male  32            0             0          Yes       Private
## 2715  2919   Male  17            0             0           No       Private
## 2716 60003   Male  81            0             0          Yes      Govt_job
## 2717 46256   Male  15            0             0           No       Private
## 2718 23659 Female   5            0             0           No      children
## 2719  2952   Male  70            1             1          Yes       Private
## 2720 49229   Male  52            0             0           No      Govt_job
## 2721  2457 Female  67            0             1          Yes Self-employed
## 2722 23508 Female  17            0             0           No  Never_worked
## 2723 28364   Male  61            0             0          Yes       Private
## 2724 31360 Female  31            0             0           No       Private
## 2725 19335   Male  58            0             0          Yes Self-employed
## 2726 40390 Female  12            0             0           No      children
## 2727 63936 Female  30            0             0           No       Private
## 2728 24832 Female  65            0             0          Yes Self-employed
## 2729 25219 Female  23            0             0           No       Private
## 2730 42393   Male  14            0             0           No      children
## 2731 17951   Male  27            0             0           No Self-employed
## 2732 17443 Female  53            0             0          Yes       Private
## 2733 52242 Female  58            1             0          Yes      Govt_job
## 2734 45931   Male   9            0             0           No      children
## 2735  7828   Male  59            1             0          Yes Self-employed
## 2736 21547 Female  46            0             0          Yes      Govt_job
## 2737 42305 Female  41            0             0           No       Private
## 2738  9442   Male  55            0             0          Yes Self-employed
## 2739 57047 Female  43            0             0          Yes       Private
## 2740  2538 Female   5            0             0           No      children
## 2741 28461   Male  15            0             0           No  Never_worked
## 2742 16433 Female  36            0             0          Yes       Private
## 2743 50681 Female  36            0             0          Yes       Private
## 2744 71327 Female  47            0             0           No       Private
## 2745 46699 Female  18            0             0           No       Private
## 2746 25248   Male  19            0             0           No       Private
## 2747 35315   Male  65            0             0          Yes Self-employed
## 2748 63144   Male  17            0             0           No      Govt_job
## 2749 21517   Male  54            0             0          Yes       Private
## 2750 29789 Female  46            0             0          Yes       Private
## 2751 52207 Female  59            0             0          Yes Self-employed
## 2752 19209 Female  48            0             0          Yes      Govt_job
## 2753 42041 Female  38            0             0          Yes       Private
## 2754 58153 Female  18            0             0           No       Private
## 2755 27717 Female  56            0             0          Yes Self-employed
## 2756 35106   Male   3            0             0           No      children
## 2757 47730 Female  41            0             0           No       Private
## 2758 20657 Female  67            0             0          Yes       Private
## 2759 63411 Female  60            0             0          Yes       Private
## 2760 18671 Female  47            0             0          Yes      Govt_job
## 2761  3843 Female  24            0             0           No       Private
## 2762  1225   Male  43            0             0          Yes       Private
## 2763 40264 Female  17            0             0           No       Private
## 2764 72451 Female  45            0             0          Yes       Private
## 2765 20292 Female  24            0             0          Yes       Private
## 2766 31201 Female  79            0             0           No Self-employed
## 2767 59359   Male  79            0             0          Yes Self-employed
## 2768 57985 Female  27            0             0          Yes       Private
## 2769  2885   Male  72            1             0          Yes       Private
## 2770 59743   Male  64            0             1          Yes Self-employed
## 2771 11544 Female  34            0             0          Yes       Private
## 2772 11969 Female  50            0             0          Yes Self-employed
## 2773 42929 Female  58            0             0          Yes Self-employed
## 2774 72776   Male  26            0             0          Yes      Govt_job
## 2775 21438 Female  50            0             0          Yes       Private
## 2776 51084 Female  80            0             0          Yes       Private
## 2777 13440   Male   2            0             0           No      children
## 2778 15533   Male  46            0             0           No       Private
## 2779 50903 Female  29            0             0          Yes       Private
## 2780 35276 Female   6            0             0           No      children
## 2781 44472   Male  32            0             0          Yes Self-employed
## 2782 23587 Female  16            0             0           No  Never_worked
## 2783 66794 Female  44            0             0          Yes      Govt_job
## 2784 35854 Female  23            0             0           No       Private
## 2785 60907   Male  48            0             0          Yes       Private
## 2786 12449 Female  34            0             0          Yes       Private
## 2787 54371   Male  78            0             0          Yes      Govt_job
## 2788  8106 Female  42            0             0          Yes       Private
## 2789  2013   Male  14            0             0           No       Private
## 2790 61785 Female  40            0             0           No       Private
## 2791  2707   Male  10            0             0           No      children
## 2792 49120 Female  39            0             0          Yes      Govt_job
## 2793 30752 Female  42            0             0           No Self-employed
## 2794 64972   Male  47            0             0          Yes       Private
## 2795 49537   Male  14            0             0           No       Private
## 2796   315   Male  45            0             0          Yes       Private
## 2797 62814   Male  58            0             0           No       Private
## 2798  7665 Female  73            0             0          Yes       Private
## 2799 28108 Female  62            0             0          Yes       Private
## 2800 50536 Female  62            0             1          Yes      Govt_job
## 2801  8655 Female  51            0             1          Yes Self-employed
## 2802   760   Male   5            0             0           No      children
## 2803 47501 Female  57            0             0          Yes       Private
## 2804 16863 Female   8            0             0           No      children
## 2805 51342 Female  69            0             0          Yes      Govt_job
## 2806 35759 Female  16            0             0           No       Private
## 2807 17270 Female  56            0             0          Yes       Private
## 2808 53862 Female  41            0             0          Yes      Govt_job
## 2809 40951 Female   5            0             0           No      children
## 2810 56976 Female  42            0             0          Yes       Private
## 2811 37299   Male  57            0             0          Yes       Private
## 2812 33247   Male  20            0             0           No       Private
## 2813 32560 Female   8            0             0           No      children
## 2814 10973   Male  43            0             0          Yes       Private
## 2815  3816   Male  62            0             0          Yes       Private
## 2816 50215   Male  42            0             0           No      Govt_job
## 2817 10351   Male  50            0             0          Yes       Private
## 2818 69665 Female  63            0             0          Yes       Private
## 2819 14976   Male  80            0             1          Yes       Private
## 2820 28183 Female  13            0             0           No      children
## 2821 33085 Female  20            0             0           No       Private
## 2822 13386 Female  71            0             1          Yes Self-employed
## 2823 15601 Female  50            0             0          Yes       Private
## 2824 22254 Female  76            0             0          Yes       Private
## 2825 15539 Female  41            0             0          Yes       Private
## 2826 58235   Male  76            0             0          Yes       Private
## 2827 21162 Female  78            0             0          Yes Self-employed
## 2828 67880   Male   5            0             0           No      children
## 2829 42545   Male  29            1             0          Yes       Private
## 2830 48359 Female  43            0             0          Yes       Private
## 2831 54815 Female  49            0             0          Yes       Private
## 2832  6233   Male  70            1             0          Yes Self-employed
## 2833 52225   Male  24            0             0           No       Private
## 2834 50463 Female  41            0             0          Yes       Private
## 2835 49084   Male  20            0             0           No       Private
## 2836 61889   Male  34            0             0          Yes       Private
## 2837 25525   Male  32            0             0          Yes       Private
## 2838  9730   Male  27            0             0          Yes       Private
## 2839 30622 Female  44            0             0          Yes      Govt_job
## 2840 26480   Male  20            0             0           No       Private
## 2841 65895 Female  52            0             0          Yes       Private
## 2842  4913 Female  57            0             0          Yes       Private
## 2843 20676   Male  29            0             0           No       Private
## 2844 52410 Female  16            0             0           No       Private
## 2845 57944 Female  35            0             0          Yes      Govt_job
## 2846 20290 Female   5            0             0           No      children
## 2847 10875   Male  63            0             0          Yes       Private
## 2848  2393   Male  59            1             0          Yes       Private
## 2849 66464   Male  63            0             0          Yes       Private
## 2850 40548   Male  52            0             0          Yes       Private
## 2851 19699 Female  50            0             0           No       Private
## 2852   205 Female  43            0             0          Yes       Private
## 2853 54805 Female  27            0             0           No Self-employed
## 2854 53195   Male  30            0             0           No       Private
## 2855  9107 Female   8            0             0           No      children
## 2856 65196   Male  75            1             0          Yes       Private
## 2857 58833   Male  14            0             0           No       Private
## 2858  4309 Female  23            0             0          Yes       Private
## 2859 55462   Male   6            0             0           No      children
## 2860 51746 Female  37            0             0          Yes      Govt_job
## 2861 59335   Male  38            0             0          Yes      Govt_job
## 2862 65644   Male   3            0             0           No      children
## 2863 52790 Female  26            0             0           No      Govt_job
## 2864 42681 Female  58            0             0          Yes      Govt_job
## 2865 33697   Male  57            0             0          Yes       Private
## 2866 51963   Male  58            0             0          Yes       Private
## 2867 13375   Male  76            0             0          Yes       Private
## 2868 37526 Female  68            1             1          Yes       Private
## 2869 59454 Female  79            0             0          Yes Self-employed
## 2870 23600   Male  34            0             0          Yes       Private
## 2871 61245   Male  75            0             0          Yes Self-employed
## 2872 53489   Male  11            0             0           No      children
## 2873 42284   Male  71            1             0          Yes Self-employed
## 2874 69089 Female  40            0             0          Yes       Private
## 2875 68970 Female  24            0             0           No       Private
## 2876 42938   Male   5            0             0           No      children
## 2877 11327 Female  82            0             0          Yes Self-employed
## 2878  5464   Male  32            0             0          Yes       Private
## 2879 56995 Female  81            0             0          Yes       Private
## 2880 53646 Female  33            1             0           No       Private
## 2881 45139 Female  79            0             1          Yes       Private
## 2882 38354 Female  62            0             0          Yes Self-employed
## 2883 15566   Male  39            0             0          Yes       Private
## 2884  4793 Female  60            1             0          Yes Self-employed
## 2885 59223   Male  48            0             0          Yes       Private
## 2886 30927   Male  24            0             0           No       Private
## 2887   966 Female  70            1             0          Yes Self-employed
## 2888 62923 Female  17            0             0           No       Private
## 2889 30627 Female  56            0             0          Yes      Govt_job
## 2890 17236 Female   3            0             0           No      children
## 2891 27566   Male  65            0             0          Yes       Private
## 2892  6368   Male  72            0             1          Yes       Private
## 2893 33876   Male  10            0             0           No      children
## 2894 52164   Male  29            0             0          Yes       Private
## 2895 32446 Female  44            0             0          Yes       Private
## 2896 56855   Male  46            0             0          Yes       Private
## 2897 43837   Male  33            0             0          Yes       Private
## 2898  5477   Male  63            0             1          Yes Self-employed
## 2899 64974   Male   5            0             0           No      children
## 2900 33976   Male  55            0             0          Yes       Private
## 2901 31019 Female  56            0             0          Yes       Private
## 2902  4699   Male  50            0             0           No      Govt_job
## 2903 60276   Male  78            1             1          Yes Self-employed
## 2904 24420   Male  63            0             0          Yes       Private
## 2905 28478 Female  31            0             0          Yes       Private
## 2906 63236   Male  65            0             0          Yes       Private
## 2907  6324   Male  51            0             0          Yes       Private
## 2908 62059   Male  60            0             0          Yes       Private
## 2909 28400   Male  69            0             0          Yes Self-employed
## 2910  5841 Female  23            0             0           No       Private
## 2911  5681   Male  46            0             0          Yes       Private
## 2912 16587 Female  16            0             0           No       Private
## 2913  3477 Female  26            0             0           No       Private
## 2914 23890 Female  44            1             0          Yes      Govt_job
## 2915  3803 Female  56            0             0          Yes       Private
## 2916 34068 Female  23            0             0          Yes      Govt_job
## 2917 60145 Female  38            0             0          Yes       Private
## 2918 11702 Female  18            0             0           No  Never_worked
## 2919 50508 Female  63            0             1          Yes Self-employed
## 2920 65473   Male  23            0             0           No       Private
## 2921 51257   Male  32            0             0           No       Private
## 2922 47810   Male   8            0             0           No      children
## 2923 38737   Male  77            0             0          Yes Self-employed
## 2924 39060 Female  41            0             0          Yes       Private
## 2925 56804 Female  34            0             0           No      Govt_job
## 2926 45099   Male  25            0             0          Yes Self-employed
## 2927 22221 Female  35            0             0          Yes Self-employed
## 2928 57134   Male  15            0             0           No      children
## 2929 57609   Male   5            0             0           No      children
## 2930  6132   Male   4            0             0           No      children
## 2931 31600 Female  33            0             0           No       Private
## 2932 51497   Male  28            0             0          Yes Self-employed
## 2933 48455 Female  37            0             0          Yes       Private
## 2934 13049 Female  50            0             0          Yes       Private
## 2935  9079 Female  76            0             1          Yes Self-employed
## 2936 68568 Female  72            0             0          Yes Self-employed
## 2937 72867   Male  16            0             0           No       Private
## 2938 53121   Male  44            0             0          Yes       Private
## 2939 33779   Male  46            0             1          Yes      Govt_job
## 2940 52367   Male  46            0             0          Yes       Private
## 2941 29314 Female  73            1             1          Yes      Govt_job
## 2942 18366 Female  29            0             0          Yes Self-employed
## 2943 32522   Male  19            0             0           No       Private
## 2944  3980 Female  27            0             0           No       Private
## 2945  5350 Female  36            0             0          Yes       Private
## 2946  3428 Female  61            0             0          Yes Self-employed
## 2947 62552 Female   9            0             0           No      children
## 2948 51085 Female  25            0             0           No       Private
## 2949 60586 Female  68            0             0          Yes       Private
## 2950 59988 Female  26            1             0          Yes       Private
## 2951 34122 Female  17            0             0           No       Private
## 2952 11392   Male  75            0             0          Yes       Private
## 2953 53632   Male  34            0             0           No      Govt_job
## 2954 32202   Male  53            0             0          Yes       Private
## 2955 52489 Female  18            0             0           No       Private
## 2956 13374   Male  48            0             0          Yes       Private
## 2957 66370 Female   5            0             0           No      children
## 2958   259   Male  79            0             0          Yes       Private
## 2959 12092   Male  16            0             0           No       Private
## 2960 38263 Female  32            0             0          Yes       Private
## 2961  1666   Male  70            0             0          Yes      Govt_job
## 2962 48922   Male  55            1             1          Yes       Private
## 2963 58061 Female  70            1             0          Yes Self-employed
## 2964 50283 Female  51            0             0          Yes       Private
## 2965 26605 Female  39            0             0          Yes       Private
## 2966 10396   Male  79            1             0           No       Private
## 2967 14695   Male  80            1             0          Yes Self-employed
## 2968  2579 Female  34            0             0          Yes Self-employed
## 2969 71061   Male  59            0             0          Yes      Govt_job
## 2970 41250 Female  54            0             0          Yes       Private
## 2971 53923 Female  22            0             0           No       Private
## 2972 54139 Female  21            0             0           No       Private
## 2973 32430 Female   4            0             0           No      children
## 2974 14928 Female  26            0             0           No       Private
## 2975 32457   Male  62            0             0          Yes       Private
## 2976 59718 Female  33            0             0          Yes       Private
## 2977  4948   Male  51            0             0          Yes Self-employed
## 2978 40870 Female  75            0             0          Yes      Govt_job
## 2979  2218   Male  42            0             0          Yes       Private
## 2980 57494 Female  82            1             0          Yes Self-employed
## 2981  1534 Female  61            0             0          Yes       Private
## 2982 69329 Female  62            0             0          Yes       Private
## 2983 39852   Male  59            1             1          Yes      Govt_job
## 2984 65358 Female  31            0             0          Yes       Private
## 2985 36488   Male  12            0             0           No      children
## 2986 55567 Female  76            0             1          Yes       Private
## 2987 33562   Male  71            0             1          Yes      Govt_job
## 2988 20006 Female  15            0             0           No       Private
## 2989 47696   Male  44            0             0          Yes       Private
## 2990 60117   Male  30            0             0           No       Private
## 2991  5032 Female  47            0             0          Yes       Private
## 2992  5780 Female  47            0             0          Yes       Private
## 2993 52236 Female  60            0             0          Yes       Private
## 2994 59752   Male  62            0             0          Yes       Private
## 2995 47005 Female  47            0             0          Yes       Private
## 2996  4750   Male  78            0             0          Yes       Private
## 2997 65127 Female  35            0             0          Yes       Private
## 2998  4498   Male  71            0             1          Yes       Private
## 2999 32203 Female  57            0             0          Yes Self-employed
## 3000 27436   Male  12            0             0           No      children
## 3001 34999   Male  26            0             0          Yes       Private
## 3002  4213   Male  33            0             0           No Self-employed
## 3003 71669   Male  60            0             0          Yes       Private
## 3004 36803 Female  35            0             0           No       Private
## 3005 17725 Female  10            0             0           No      children
## 3006 57983   Male  50            0             0          Yes      Govt_job
## 3007 68089 Female  44            0             0          Yes       Private
## 3008  3135 Female  73            0             0           No Self-employed
## 3009   563 Female  41            0             0          Yes       Private
## 3010 19364 Female   7            0             0           No      children
## 3011 34590   Male  45            0             0          Yes Self-employed
## 3012 55459 Female  60            0             0           No       Private
## 3013 38724 Female  49            1             0          Yes      Govt_job
## 3014 52968 Female  45            0             0          Yes Self-employed
## 3015 35716 Female  55            1             0          Yes       Private
## 3016 51421 Female  54            0             0          Yes       Private
## 3017 72525 Female  39            0             0          Yes       Private
## 3018 33009   Male  76            0             0          Yes Self-employed
## 3019 35437 Female  28            0             0          Yes       Private
## 3020 37253 Female  70            1             0          Yes       Private
## 3021 46171   Male  28            0             0          Yes       Private
## 3022 18143   Male  79            0             0          Yes Self-employed
## 3023 35330   Male  30            0             0          Yes       Private
## 3024 32127 Female  26            0             0          Yes      Govt_job
## 3025 69834 Female  57            0             0          Yes      Govt_job
## 3026 56311 Female  16            0             0           No       Private
## 3027 13439   Male  40            1             0          Yes       Private
## 3028 36366   Male  77            0             0          Yes      Govt_job
## 3029 13111 Female  67            1             0          Yes       Private
## 3030 28932 Female  36            0             0          Yes       Private
## 3031 67521 Female  40            1             0          Yes       Private
## 3032 65688   Male   2            0             1           No      children
## 3033 58761   Male  52            0             0          Yes       Private
## 3034 21192 Female  78            0             0          Yes       Private
## 3035 72348 Female  22            0             0           No       Private
## 3036  1825   Male  33            0             0          Yes Self-employed
## 3037 25674   Male  40            0             0          Yes       Private
## 3038 33035 Female  20            0             0           No       Private
## 3039 54297   Male  19            0             0           No       Private
## 3040  9122   Male  25            0             0          Yes       Private
## 3041  1218 Female  23            0             0           No       Private
## 3042 57210 Female  28            0             0          Yes       Private
## 3043 37096 Female   6            0             0           No      children
## 3044 38243 Female  37            0             0          Yes       Private
## 3045 17198 Female  10            0             0           No      children
## 3046 70884 Female  34            0             0          Yes       Private
## 3047 51809 Female  60            0             0          Yes Self-employed
## 3048 40602 Female  22            0             0           No       Private
## 3049 65116 Female  62            1             0          Yes Self-employed
## 3050 70455 Female  52            0             0          Yes      Govt_job
## 3051 41618   Male  61            0             0           No       Private
## 3052 21209 Female  10            0             0           No      children
## 3053 26103   Male  36            0             0          Yes       Private
## 3054 10436 Female  29            0             0          Yes       Private
## 3055 16550 Female  69            0             1           No      Govt_job
## 3056 17697 Female  62            0             0          Yes      Govt_job
## 3057 10744   Male  62            0             1          Yes      Govt_job
## 3058  7799 Female  79            0             0           No Self-employed
## 3059 57183   Male  13            0             0           No      children
## 3060   121 Female  38            0             0          Yes       Private
## 3061 32604   Male  49            0             0          Yes Self-employed
## 3062 49883 Female  41            0             0          Yes       Private
## 3063 68242   Male  56            0             0          Yes       Private
## 3064 33726 Female   8            0             0           No      children
## 3065 56255 Female  24            0             0           No       Private
## 3066 46455 Female  61            0             0          Yes       Private
## 3067 13270 Female  40            0             0           No      Govt_job
## 3068 38067 Female  22            0             0           No       Private
## 3069  9160 Female  80            1             0          Yes       Private
## 3070 52843 Female  60            1             1          Yes       Private
## 3071 67343 Female  57            0             0          Yes       Private
## 3072 50805 Female  55            0             0          Yes       Private
## 3073 10826 Female  39            0             0          Yes Self-employed
## 3074 60358 Female  51            0             0          Yes       Private
## 3075 72231 Female  47            0             0          Yes Self-employed
## 3076 58586   Male  77            1             1          Yes Self-employed
## 3077 50499 Female  32            0             0          Yes       Private
## 3078 18986 Female  45            0             0           No Self-employed
## 3079 51177 Female  49            0             0          Yes       Private
## 3080   575   Male  13            0             0           No      children
## 3081 47321 Female  74            0             0          Yes       Private
## 3082  7754 Female  72            0             0          Yes Self-employed
## 3083 66270 Female  57            0             0          Yes       Private
## 3084  2814   Male  51            1             0           No      Govt_job
## 3085 52847 Female  55            0             0          Yes       Private
## 3086 60235   Male  73            0             1          Yes       Private
## 3087 10981   Male  12            0             0           No      children
## 3088 62833 Female   6            0             0           No      children
## 3089 26267 Female  76            0             0          Yes Self-employed
## 3090 69918 Female  38            1             0          Yes       Private
## 3091 44927 Female  50            0             0          Yes      Govt_job
## 3092 20169 Female  75            0             0          Yes       Private
## 3093 31481 Female   5            0             0           No      children
## 3094 27721   Male  32            0             0          Yes       Private
## 3095 71419   Male  12            0             0           No      children
## 3096 25642   Male  32            0             0           No       Private
## 3097 31932 Female  13            0             0           No      children
## 3098 13629   Male   5            0             0           No      children
## 3099 38258 Female  63            0             0          Yes       Private
## 3100 70602 Female  29            0             0           No       Private
## 3101 60056   Male  53            0             0          Yes       Private
## 3102 31156 Female  49            0             0          Yes       Private
## 3103 69643   Male  81            0             0          Yes       Private
## 3104 23171   Male  66            0             0          Yes       Private
## 3105 42309 Female  42            0             0          Yes       Private
## 3106  2877 Female  61            0             0          Yes       Private
## 3107 37011 Female  52            0             0          Yes       Private
## 3108   355   Male   8            0             0           No      children
## 3109 53252   Male  82            0             0           No Self-employed
## 3110  3553 Female  43            0             0          Yes      Govt_job
## 3111 72178 Female   4            0             0           No      children
## 3112 11817   Male  58            0             0          Yes      Govt_job
## 3113 26468 Female  45            0             0          Yes      Govt_job
## 3114 13176 Female  62            1             0          Yes       Private
## 3115 67032   Male  42            0             0           No      Govt_job
## 3116 39784 Female  72            0             0          Yes Self-employed
## 3117 56156  Other  26            0             0           No       Private
## 3118 15230 Female   9            0             0           No      children
## 3119 25218 Female  31            0             0          Yes      Govt_job
## 3120 39637 Female  20            0             0           No       Private
## 3121 26777   Male  22            0             0           No       Private
## 3122 60533 Female  23            0             0           No       Private
## 3123 44375 Female  57            1             0          Yes Self-employed
## 3124 49848   Male  52            0             0          Yes       Private
## 3125 65413 Female  64            0             0          Yes       Private
## 3126 31161 Female  26            0             0           No      Govt_job
## 3127 61787   Male  54            0             0          Yes Self-employed
## 3128 53482   Male  32            0             0           No Self-employed
## 3129 71387 Female  66            0             0          Yes      Govt_job
## 3130  7577   Male  13            0             0           No      children
## 3131 34400 Female  77            1             0          Yes Self-employed
## 3132 45175   Male  18            0             0           No       Private
## 3133 71192   Male  11            0             0           No      children
## 3134 26997 Female  16            0             0           No       Private
## 3135 33532 Female  73            0             1          Yes       Private
## 3136 33704   Male  44            1             0          Yes       Private
## 3137 51897   Male  36            0             0          Yes       Private
## 3138 43016   Male  10            0             0           No      children
## 3139  3370 Female  54            0             0          Yes       Private
## 3140 39984 Female  42            0             0          Yes      Govt_job
## 3141 59232 Female  52            0             0          Yes Self-employed
## 3142 57896   Male  32            0             0          Yes       Private
## 3143 21917   Male  43            0             0          Yes      Govt_job
## 3144 66435 Female  28            0             0          Yes       Private
## 3145  3442 Female  79            0             0           No Self-employed
## 3146 48064   Male  11            0             0           No      children
## 3147 13358 Female  75            0             0          Yes Self-employed
## 3148 64986   Male  55            0             0          Yes       Private
## 3149  6032   Male  78            0             0          Yes Self-employed
## 3150 52924 Female  48            0             0          Yes       Private
## 3151 69979   Male  73            0             0          Yes Self-employed
## 3152 50489 Female  56            0             0          Yes      Govt_job
## 3153 20094   Male  54            1             0          Yes       Private
## 3154 16618 Female  55            0             0          Yes       Private
## 3155 63280 Female  65            0             0          Yes       Private
## 3156 14551 Female  69            0             0           No       Private
## 3157 22098 Female  29            0             0          Yes Self-employed
## 3158 17771 Female  64            1             0          Yes      Govt_job
## 3159 11803 Female  16            0             0           No       Private
## 3160 34356 Female  75            0             0          Yes       Private
## 3161 26528 Female  17            0             0           No       Private
## 3162 51554   Male  42            0             0          Yes       Private
## 3163  2296   Male  78            1             0          Yes Self-employed
## 3164 10624   Male  24            0             0          Yes       Private
## 3165  1681 Female  68            0             0           No       Private
## 3166 36375   Male  50            0             0          Yes       Private
## 3167  8117   Male  52            0             0          Yes       Private
## 3168 49849 Female  82            0             0          Yes       Private
## 3169 19436   Male  56            0             0          Yes       Private
## 3170 10523   Male  56            0             0          Yes       Private
## 3171 39322   Male  18            0             0           No       Private
## 3172 53265 Female  33            0             0          Yes Self-employed
## 3173 40379 Female  57            0             0          Yes       Private
## 3174 66841   Male  30            0             0           No       Private
## 3175 38900 Female  52            0             0          Yes       Private
## 3176 18180 Female   3            0             0           No      children
## 3177  1183   Male  39            0             0          Yes       Private
## 3178 22964   Male  44            0             0          Yes      Govt_job
## 3179 64597 Female  33            0             0          Yes       Private
## 3180 23893   Male  24            0             0          Yes       Private
## 3181 51564 Female  24            0             0           No      Govt_job
## 3182 14410   Male  54            0             1          Yes      Govt_job
## 3183  4964 Female  72            1             0          Yes       Private
## 3184 15020 Female  37            0             0           No      Govt_job
## 3185 27380 Female  36            0             0          Yes       Private
## 3186 21523 Female  22            0             0           No      Govt_job
## 3187  8819 Female  68            0             0          Yes      Govt_job
## 3188 68408   Male  24            0             0           No       Private
## 3189  8976 Female  35            0             0          Yes       Private
## 3190 22290 Female  32            0             0          Yes       Private
## 3191  7700 Female  52            0             0          Yes       Private
## 3192 40503   Male  21            0             0           No       Private
## 3193 47917 Female  82            1             0           No       Private
## 3194 30303   Male  33            0             0           No       Private
## 3195 63864   Male  62            0             0          Yes       Private
## 3196 24177 Female  57            1             0          Yes       Private
## 3197 57274   Male  14            0             0           No  Never_worked
## 3198 37213   Male  60            0             0          Yes Self-employed
## 3199 59992 Female  63            1             0          Yes Self-employed
## 3200 27382 Female  50            0             0          Yes      Govt_job
## 3201 61017 Female  12            0             0           No      children
## 3202 61699   Male  80            0             0          Yes       Private
## 3203 14489 Female  74            0             0           No Self-employed
## 3204 54053   Male  46            0             0          Yes       Private
## 3205 38348 Female  66            0             0          Yes       Private
## 3206 17668   Male  26            0             0          Yes Self-employed
## 3207 11792 Female  70            0             0          Yes       Private
## 3208 22917 Female  62            0             0          Yes       Private
## 3209 36204   Male  15            0             0           No      children
## 3210 49554   Male  67            0             0          Yes       Private
## 3211 72594   Male  63            0             0          Yes       Private
## 3212 28027 Female  42            0             0          Yes      Govt_job
## 3213 54177 Female  49            1             0          Yes      Govt_job
## 3214 32602   Male  78            0             1          Yes Self-employed
## 3215  1213 Female  31            0             0          Yes Self-employed
## 3216 21534   Male  67            0             0          Yes       Private
## 3217  6852 Female  52            1             0          Yes Self-employed
## 3218  3379 Female  61            0             0          Yes       Private
## 3219 41146   Male  41            0             0          Yes       Private
## 3220 20391 Female  73            0             0          Yes      Govt_job
## 3221 69379 Female  64            1             0          Yes Self-employed
## 3222 34778   Male  65            0             0          Yes       Private
## 3223 49270 Female  81            0             0          Yes       Private
## 3224 55407 Female  47            0             0          Yes       Private
## 3225 36744   Male  40            0             0          Yes Self-employed
## 3226 26603   Male  46            1             0          Yes Self-employed
## 3227 71414 Female   2            0             0           No      children
## 3228 14517   Male  56            0             0          Yes       Private
## 3229 69050   Male  54            0             0          Yes       Private
## 3230 52080 Female  26            0             0           No       Private
## 3231 27493 Female  45            0             0          Yes       Private
## 3232  6295 Female  57            0             0          Yes      Govt_job
## 3233 20375 Female  78            0             0          Yes       Private
## 3234 29017   Male   2            0             0           No      children
## 3235 56635   Male  76            1             0          Yes Self-employed
## 3236  4280 Female  51            0             0          Yes      Govt_job
## 3237 22896 Female  54            0             0          Yes       Private
## 3238 70297 Female  36            0             0          Yes       Private
## 3239 47776 Female  57            0             0          Yes      Govt_job
## 3240 53141 Female  25            0             0           No       Private
## 3241 16145 Female   7            0             0           No      children
## 3242 41593 Female  76            0             0          Yes Self-employed
## 3243 50651 Female  45            0             0           No       Private
## 3244 11111 Female  66            1             0          Yes      Govt_job
## 3245 15803 Female  45            0             0          Yes       Private
## 3246 71597 Female  79            1             0          Yes       Private
## 3247 22804 Female  25            0             0           No       Private
## 3248 64498 Female  53            0             0          Yes       Private
## 3249 41182 Female  35            1             0          Yes       Private
## 3250 56606 Female  78            0             0          Yes Self-employed
## 3251 36958 Female  32            0             0          Yes       Private
## 3252 14877   Male   5            0             0           No      children
## 3253 65988 Female  26            0             0           No       Private
## 3254 50001 Female  34            0             0          Yes      Govt_job
## 3255 27034 Female  65            0             0          Yes      Govt_job
## 3256  8950 Female  15            0             0           No       Private
## 3257 31850 Female  17            0             0           No       Private
## 3258 14288 Female  71            0             0          Yes       Private
## 3259  3180 Female  42            0             0          Yes      Govt_job
## 3260 13899   Male  30            0             0          Yes       Private
## 3261 23730 Female  75            0             0          Yes Self-employed
## 3262  6011   Male   9            0             0           No      children
## 3263 14376   Male  47            0             0          Yes       Private
## 3264 22052 Female  75            1             0           No Self-employed
## 3265 24836 Female  61            0             0          Yes       Private
## 3266 11861   Male  61            0             0          Yes Self-employed
## 3267 25613 Female  27            0             0          Yes       Private
## 3268 71496 Female  55            0             0          Yes       Private
## 3269 24074 Female   2            0             0           No      children
## 3270 44937 Female  51            0             0          Yes      Govt_job
## 3271 72082 Female  45            0             0          Yes Self-employed
## 3272 53271   Male  36            0             0          Yes       Private
## 3273 34077   Male  46            0             0          Yes      Govt_job
## 3274 42330 Female  48            0             0          Yes       Private
## 3275 69487 Female  79            0             0          Yes Self-employed
## 3276 70973 Female  50            0             0          Yes      Govt_job
## 3277 44986 Female  79            0             0          Yes Self-employed
## 3278  2633   Male  32            0             0          Yes       Private
## 3279 21834 Female  36            0             0          Yes       Private
## 3280 49196 Female  27            0             0          Yes       Private
## 3281 22939 Female  22            0             0           No       Private
## 3282 55400 Female   5            0             0           No      children
## 3283 30870   Male   9            0             0           No      children
## 3284   247   Male  31            0             0           No       Private
## 3285  7979 Female  26            0             0           No       Private
## 3286 56189   Male  43            0             0           No      Govt_job
## 3287  3984 Female  33            0             0          Yes       Private
## 3288 49753   Male  34            0             0           No Self-employed
## 3289 71719   Male  66            0             0          Yes      Govt_job
## 3290 11313 Female  44            0             0          Yes       Private
## 3291 38070 Female  56            0             0          Yes       Private
## 3292 50455 Female  67            0             0          Yes Self-employed
## 3293 31766   Male  18            0             0           No       Private
## 3294 24245   Male  55            0             0          Yes       Private
## 3295 50726   Male  61            0             0          Yes       Private
## 3296 29955   Male   5            0             0           No      children
## 3297 64742   Male  48            0             0           No Self-employed
## 3298 48518   Male  44            0             0          Yes Self-employed
## 3299 42999 Female  68            0             0          Yes       Private
## 3300 71447   Male  52            0             1          Yes       Private
## 3301 61437   Male  15            0             0           No      Govt_job
## 3302 50428   Male   2            0             0           No      children
## 3303  8816   Male  60            0             0          Yes       Private
## 3304 49556 Female  37            0             0          Yes      Govt_job
## 3305 67654 Female   5            0             0           No      children
## 3306 21989 Female  25            0             0           No       Private
## 3307 46434   Male  52            1             0          Yes      Govt_job
## 3308  3205 Female  79            0             0          Yes Self-employed
## 3309 68692   Male  61            1             0          Yes       Private
## 3310 44531   Male  36            0             0          Yes       Private
## 3311 70392   Male  34            0             0          Yes       Private
## 3312 37025 Female   2            0             0           No      children
## 3313 68965   Male  43            0             0          Yes       Private
## 3314 53843 Female   5            0             0           No      children
## 3315  5236 Female  49            0             0          Yes       Private
## 3316 32110 Female   2            0             0           No      children
## 3317 17893 Female  82            0             0          Yes Self-employed
## 3318 65794 Female  81            1             0          Yes       Private
## 3319 65955   Male  81            1             1           No       Private
## 3320 53924 Female   5            0             0           No      children
## 3321 70674   Male  60            0             0          Yes Self-employed
## 3322 56410   Male   5            0             0           No      children
## 3323  9955 Female  58            0             0           No       Private
## 3324  8410 Female   8            0             0           No      children
## 3325 46854 Female   9            0             0           No      children
## 3326  8168 Female  34            0             0          Yes       Private
## 3327 30405 Female  23            0             0           No       Private
## 3328  1301 Female  74            0             0           No Self-employed
## 3329 42348   Male  72            0             1          Yes Self-employed
## 3330 38560   Male  47            0             0          Yes       Private
## 3331 48129 Female  56            0             0          Yes       Private
## 3332 10511   Male   5            0             0           No      children
## 3333 42481   Male  27            0             0          Yes       Private
## 3334 59872 Female  38            0             0          Yes       Private
## 3335 56282   Male  13            0             0           No       Private
## 3336  6540 Female  41            0             0          Yes       Private
## 3337 31378 Female  50            0             0          Yes Self-employed
## 3338 32317 Female  41            0             0          Yes       Private
## 3339  9948   Male   6            0             0           No      children
## 3340 35182 Female  62            0             0          Yes      Govt_job
## 3341  5655   Male   4            0             0           No      children
## 3342 51762 Female  59            0             0          Yes       Private
## 3343 68193   Male  63            0             0          Yes Self-employed
## 3344 49459   Male   9            0             0           No      children
## 3345 54776   Male  41            0             0           No       Private
## 3346 45701 Female  72            0             1           No Self-employed
## 3347  7953 Female  45            0             0          Yes       Private
## 3348 65508   Male  80            0             0          Yes      Govt_job
## 3349 68539 Female  19            0             0           No       Private
## 3350 12022   Male  37            0             0          Yes      Govt_job
## 3351  3348 Female  58            1             0          Yes       Private
## 3352 58466   Male  77            0             0          Yes       Private
## 3353 50434   Male  38            0             0          Yes      Govt_job
## 3354 49974   Male  49            0             0          Yes       Private
## 3355 54574 Female  20            0             0           No       Private
## 3356 39342   Male  23            0             0           No       Private
## 3357  2972   Male  55            0             0           No      Govt_job
## 3358 32717   Male  16            0             0           No      children
## 3359 14063   Male  81            0             1           No Self-employed
## 3360 71724 Female  23            0             0           No       Private
## 3361  4753   Male  82            0             1          Yes Self-employed
## 3362 62076   Male  48            0             0          Yes       Private
## 3363  6665   Male  56            0             0          Yes       Private
## 3364 51385   Male  61            0             0          Yes       Private
## 3365 66973   Male  43            0             0          Yes       Private
## 3366 59671 Female  39            0             0           No       Private
## 3367  3946 Female  22            0             0          Yes       Private
## 3368 17623   Male  41            0             0           No Self-employed
## 3369 50644   Male  37            0             0          Yes       Private
## 3370 54294 Female  65            0             0          Yes      Govt_job
## 3371 46767 Female   8            0             0           No      children
## 3372 12911 Female  51            0             0          Yes       Private
## 3373 16109   Male  63            0             0          Yes       Private
## 3374 47499 Female  48            0             0          Yes      Govt_job
## 3375  8790 Female  17            0             0           No       Private
## 3376 11259 Female  53            0             0          Yes       Private
## 3377 12003 Female  75            0             0          Yes       Private
## 3378 71099 Female  51            0             0          Yes Self-employed
## 3379 62090   Male  51            0             0           No Self-employed
## 3380 10138 Female  41            0             0          Yes       Private
## 3381 71424 Female  75            1             0          Yes Self-employed
## 3382 44759   Male  57            0             0          Yes       Private
## 3383 21953 Female  33            0             0           No       Private
## 3384 52234 Female  72            0             0          Yes      Govt_job
## 3385 46461 Female  52            0             0          Yes       Private
## 3386  6973   Male  11            0             0           No      children
## 3387  5068 Female  28            0             0           No       Private
## 3388 65277 Female  78            1             0           No Self-employed
## 3389 52679 Female  82            0             0          Yes Self-employed
## 3390 36728   Male  74            0             0          Yes       Private
## 3391 46797 Female  31            0             0          Yes       Private
## 3392 63898 Female  53            1             0          Yes       Private
## 3393 11371   Male   5            0             0           No      children
## 3394 13155 Female  67            1             0          Yes      Govt_job
## 3395 27125 Female  17            0             0           No       Private
## 3396 15383 Female  29            0             0          Yes       Private
## 3397 19828 Female  56            1             0          Yes       Private
## 3398  6289 Female  15            0             0           No      children
## 3399 44243 Female  29            0             0           No       Private
## 3400 40167 Female  79            1             1          Yes      Govt_job
## 3401 38078 Female  82            1             1          Yes       Private
## 3402 34257   Male  17            0             0           No      Govt_job
## 3403 21653   Male   8            0             0           No      children
## 3404 63764   Male  23            0             0           No       Private
## 3405 22194 Female  36            0             0          Yes       Private
## 3406 16010   Male  47            0             0          Yes       Private
## 3407  5074   Male  24            0             0           No       Private
## 3408 10243 Female  60            0             0          Yes      Govt_job
## 3409 52588 Female  63            0             0          Yes       Private
## 3410 56996   Male  44            0             0          Yes       Private
## 3411 28315   Male  38            0             0          Yes       Private
## 3412 15104 Female  26            0             0          Yes       Private
## 3413 26604 Female  18            0             0           No       Private
## 3414 27916   Male  18            0             0           No       Private
## 3415 60249   Male  13            0             0           No       Private
## 3416 45787   Male  13            0             0           No      children
## 3417 65526 Female  47            0             0          Yes       Private
## 3418 72354 Female  80            1             0          Yes Self-employed
## 3419 38938 Female  24            0             0           No       Private
## 3420 39017 Female  72            0             0          Yes      Govt_job
## 3421 13219   Male   5            0             0           No      children
## 3422  3003 Female  51            0             0          Yes      Govt_job
## 3423 34543 Female  82            0             0          Yes Self-employed
## 3424 21762   Male   5            0             0           No      children
## 3425 22003   Male  66            0             0          Yes       Private
## 3426  6731 Female  53            0             0           No       Private
## 3427 19032 Female  15            0             0           No       Private
## 3428 55370 Female  53            0             0          Yes       Private
## 3429 57288 Female  78            0             0          Yes       Private
## 3430 31925 Female  62            0             0          Yes       Private
## 3431  8264   Male  41            0             0          Yes Self-employed
## 3432   448 Female  49            0             0          Yes       Private
## 3433 38783 Female  41            0             0          Yes Self-employed
## 3434 45961 Female  78            0             0          Yes       Private
## 3435 27518   Male  14            0             0           No Self-employed
## 3436 51106 Female   5            0             0           No      children
## 3437 42251   Male  71            1             1          Yes Self-employed
## 3438 33115   Male  32            0             0          Yes       Private
## 3439 31701   Male  16            0             0           No       Private
## 3440 21661 Female  68            0             0          Yes      Govt_job
## 3441 18837   Male   5            0             0           No      children
## 3442 57777 Female  59            0             0          Yes Self-employed
## 3443 62610   Male  32            0             0          Yes       Private
## 3444  2730   Male  58            0             0          Yes       Private
## 3445 51116 Female  40            0             0          Yes Self-employed
## 3446 22607 Female  41            0             0          Yes       Private
## 3447 11595 Female  21            0             0           No       Private
## 3448 24355 Female   5            0             0           No      children
## 3449 32563   Male  55            0             0          Yes      Govt_job
## 3450 18266 Female  67            0             0          Yes       Private
## 3451 60088   Male  49            1             0          Yes Self-employed
## 3452 14912 Female  42            0             0          Yes       Private
## 3453 49939 Female  54            0             0          Yes Self-employed
## 3454 64534 Female  25            0             0          Yes       Private
## 3455 62914   Male  62            0             0          Yes       Private
## 3456  4297   Male  75            0             0          Yes      Govt_job
## 3457 20399 Female  72            1             0          Yes       Private
## 3458  1112 Female  14            0             0           No       Private
## 3459 13276 Female  38            0             0          Yes       Private
## 3460  1260   Male  59            0             0          Yes      Govt_job
## 3461 40509 Female  23            0             0           No       Private
## 3462 15241 Female  63            1             1           No      Govt_job
## 3463 31344   Male  82            0             0          Yes Self-employed
## 3464 55169   Male  34            0             0          Yes       Private
## 3465 55740 Female   8            0             0           No      children
## 3466 62513 Female  28            0             0          Yes       Private
## 3467 18040 Female  49            0             0          Yes      Govt_job
## 3468 10374 Female  24            0             0          Yes       Private
## 3469 37209   Male  17            0             0           No  Never_worked
## 3470 62306 Female  69            1             0          Yes Self-employed
## 3471 54101 Female  58            0             0          Yes Self-employed
## 3472 12259   Male  50            0             0          Yes       Private
## 3473 37634   Male   5            0             0           No      children
## 3474 22548 Female  34            0             0          Yes       Private
## 3475 65407 Female  64            0             0          Yes Self-employed
## 3476 50723   Male  47            0             0          Yes       Private
## 3477 20890 Female  61            0             0          Yes       Private
## 3478 52472   Male  14            0             0           No      children
## 3479 42859 Female  57            0             0          Yes       Private
## 3480  3167   Male  53            0             1          Yes       Private
## 3481 56469   Male  67            0             0          Yes       Private
## 3482 23851 Female  57            0             0           No       Private
## 3483 30571 Female  38            0             0          Yes      Govt_job
## 3484 67786 Female  13            0             0           No      children
## 3485 41404 Female  37            0             0          Yes       Private
## 3486 33960   Male  39            1             0          Yes Self-employed
## 3487 70833 Female  13            0             0           No       Private
## 3488 65731   Male  57            0             0          Yes Self-employed
## 3489 57968 Female  11            0             0           No      children
## 3490 57539 Female  68            0             0          Yes       Private
## 3491 17745   Male  79            1             0          Yes Self-employed
## 3492 33252 Female  24            0             0           No       Private
## 3493 69789 Female  44            0             0          Yes       Private
## 3494 40076 Female  46            0             0          Yes       Private
## 3495 10323 Female  66            0             0          Yes       Private
## 3496 23514 Female  61            0             0          Yes Self-employed
## 3497 37395 Female  16            0             0           No       Private
## 3498  8240 Female  37            0             0          Yes       Private
## 3499  9620 Female  43            0             0          Yes      Govt_job
## 3500  7092 Female  27            0             0          Yes       Private
## 3501 50216   Male  44            1             0          Yes Self-employed
## 3502 59506   Male  14            0             0           No       Private
## 3503 43397   Male  81            0             1          Yes Self-employed
## 3504 62384   Male  52            0             1           No Self-employed
## 3505 10651   Male  54            1             0          Yes      Govt_job
## 3506 69750 Female  77            0             0          Yes Self-employed
## 3507 55455   Male  27            0             0           No       Private
## 3508 34230 Female  35            0             0          Yes Self-employed
## 3509 65154 Female  30            0             0          Yes       Private
## 3510 36298 Female  48            0             0          Yes Self-employed
## 3511 13171 Female  15            0             0           No      children
## 3512 62983 Female  26            0             0          Yes       Private
## 3513 44834 Female  38            0             0          Yes       Private
## 3514 67411   Male  29            0             0           No       Private
## 3515  5455   Male  49            0             0          Yes       Private
## 3516 49267 Female  55            0             0          Yes       Private
## 3517 60464   Male  52            0             0          Yes       Private
## 3518 56286   Male  49            0             0          Yes       Private
## 3519  5223 Female  21            0             0           No       Private
## 3520 53302 Female  24            0             0          Yes       Private
## 3521 59309   Male  18            0             0           No Self-employed
## 3522 69824   Male  52            0             0          Yes       Private
## 3523 13173   Male  70            1             0          Yes       Private
## 3524 52579 Female  51            0             0          Yes Self-employed
## 3525 59451   Male  58            0             0          Yes       Private
## 3526 56875 Female  46            0             0          Yes      Govt_job
## 3527 16774 Female  79            0             0           No Self-employed
## 3528 61672 Female  11            0             0           No      children
## 3529 25811 Female  61            0             0          Yes       Private
## 3530  7780   Male  51            0             0          Yes Self-employed
## 3531 58149 Female  21            0             0           No       Private
## 3532 38742 Female  71            0             0          Yes       Private
## 3533 29613 Female  13            0             0           No       Private
## 3534 20655   Male  16            0             0           No       Private
## 3535 53897 Female  61            0             0          Yes       Private
## 3536 29792 Female  49            0             0          Yes       Private
## 3537 15990   Male  65            1             0          Yes      Govt_job
## 3538 45112   Male  40            0             0           No      Govt_job
## 3539 28385 Female  44            0             0          Yes       Private
## 3540 63423   Male  11            0             0           No      children
## 3541   187 Female  20            0             0           No       Private
## 3542 18891   Male  24            0             0           No      Govt_job
## 3543 34657 Female  44            0             0          Yes Self-employed
## 3544 40546   Male   5            0             0           No      children
## 3545 56755   Male  41            0             0          Yes       Private
## 3546 71097 Female  23            0             0           No       Private
## 3547 21025 Female   7            0             0           No      children
## 3548 69020 Female  74            0             0          Yes       Private
## 3549 48883   Male  61            0             0          Yes      Govt_job
## 3550 71297 Female  80            1             0          Yes       Private
## 3551 52216 Female  35            0             0          Yes       Private
## 3552 20421 Female  43            0             0          Yes       Private
## 3553 36896   Male  25            0             0          Yes       Private
## 3554 23535   Male  72            0             1          Yes Self-employed
## 3555  1323 Female  45            0             0          Yes       Private
## 3556 47309   Male   9            0             0           No      children
## 3557 34161   Male  33            1             0          Yes       Private
## 3558 57405   Male  53            0             0          Yes Self-employed
## 3559 15824 Female  67            0             0          Yes       Private
## 3560 32103   Male  59            0             0          Yes Self-employed
## 3561 18205 Female   5            0             0           No      children
## 3562 71420   Male  27            0             0           No      Govt_job
## 3563   298 Female  41            0             0          Yes Self-employed
## 3564 15136   Male  64            0             1          Yes       Private
## 3565  9879 Female  55            0             1          Yes       Private
## 3566 68302 Female  40            0             0          Yes       Private
## 3567 65507   Male  33            0             0          Yes       Private
## 3568 63949 Female  33            0             0          Yes      Govt_job
## 3569 62475   Male  39            1             0          Yes       Private
## 3570 35648 Female  74            0             0          Yes Self-employed
## 3571 72276   Male  38            0             0          Yes       Private
## 3572 49661   Male  53            0             0          Yes      Govt_job
## 3573 31590   Male  22            0             0           No       Private
## 3574  8584 Female   5            0             0           No      children
## 3575  7964   Male  24            0             0           No       Private
## 3576 25130 Female  27            0             0          Yes       Private
## 3577  3531   Male  41            0             0          Yes       Private
## 3578  6529 Female  20            0             0           No       Private
## 3579 22272 Female  71            1             0          Yes       Private
## 3580 40702 Female  65            0             0           No      Govt_job
## 3581  1656   Male  38            0             0          Yes       Private
## 3582 51988 Female  25            0             0          Yes       Private
## 3583 48323   Male  53            0             0          Yes      Govt_job
## 3584 35155 Female  50            0             0          Yes Self-employed
## 3585 46314 Female   5            0             0           No      children
## 3586 12906 Female  55            0             0          Yes Self-employed
## 3587 24961 Female  38            0             0          Yes       Private
## 3588 14000 Female  72            1             1          Yes       Private
## 3589 23047   Male  43            0             0          Yes       Private
## 3590  6827   Male  30            0             0          Yes       Private
## 3591 44656 Female  69            1             0          Yes       Private
## 3592 59801 Female  61            0             0          Yes       Private
## 3593 51073 Female  34            0             0          Yes Self-employed
## 3594 34966 Female  43            0             0          Yes Self-employed
## 3595 41122 Female  62            0             0          Yes       Private
## 3596  4449   Male  48            0             0          Yes      Govt_job
## 3597 54726 Female  37            0             0          Yes       Private
## 3598  1772 Female  64            0             0          Yes      Govt_job
## 3599  4850   Male  51            0             0          Yes       Private
## 3600 44886   Male  69            1             0          Yes Self-employed
## 3601 26076 Female  75            1             0          Yes Self-employed
## 3602 54962 Female  27            0             0           No       Private
## 3603  1116 Female  49            0             0           No      Govt_job
## 3604 28247   Male  82            0             0           No Self-employed
## 3605 39563 Female  36            0             0          Yes       Private
## 3606 49553   Male   5            0             0           No      children
## 3607 14872   Male  45            1             0          Yes Self-employed
## 3608 57598 Female  64            0             0          Yes       Private
## 3609 70022   Male  32            0             0           No       Private
## 3610 70365 Female  15            0             0           No       Private
## 3611 57219 Female   5            0             0           No      children
## 3612 28344   Male  34            0             0          Yes       Private
## 3613 50785   Male  17            0             0           No       Private
## 3614 17251 Female  76            1             0          Yes Self-employed
## 3615 48459   Male  61            0             0          Yes Self-employed
## 3616 68843   Male  30            0             0          Yes       Private
## 3617 27523 Female  18            0             0           No       Private
## 3618 61651   Male  48            0             0          Yes       Private
## 3619 22877   Male   5            0             0           No      children
## 3620 52859 Female   4            0             0           No      children
## 3621 55631   Male  38            0             0          Yes       Private
## 3622  7003 Female  27            0             0          Yes       Private
## 3623 68447 Female  50            0             0           No       Private
## 3624 13817   Male  19            0             0           No       Private
## 3625 12117   Male   8            0             0           No      children
## 3626 40210   Male  78            0             1          Yes Self-employed
## 3627 23360   Male   5            0             0           No      children
## 3628 28447 Female  53            1             0          Yes       Private
## 3629 72398 Female  73            1             0          Yes       Private
## 3630  7859   Male  34            0             0          Yes       Private
## 3631 20140   Male  58            0             0          Yes      Govt_job
## 3632 46903 Female  62            0             0          Yes       Private
## 3633 61333 Female  78            0             0           No Self-employed
## 3634  7403 Female  51            0             0          Yes       Private
## 3635 69370   Male  78            0             0          Yes      Govt_job
## 3636 43549 Female  40            1             0          Yes       Private
## 3637  2903 Female  35            0             0           No       Private
## 3638 70268   Male  82            0             0          Yes       Private
## 3639 11003 Female  46            0             0          Yes Self-employed
## 3640 61475 Female  51            1             0          Yes       Private
## 3641 27608 Female  53            0             0          Yes      Govt_job
## 3642  9923   Male  55            0             1          Yes       Private
## 3643 28091 Female  43            0             0          Yes      Govt_job
## 3644 59749   Male  81            0             0          Yes       Private
## 3645  8719   Male  12            0             0           No      children
## 3646 58154 Female  20            0             0           No       Private
## 3647 31712 Female  53            0             0          Yes       Private
## 3648 14249 Female   5            0             0           No      children
## 3649 30693 Female  22            0             0           No       Private
## 3650 18866 Female  75            0             0          Yes Self-employed
## 3651 36909 Female  66            0             0          Yes Self-employed
## 3652 63562   Male   7            0             0           No      children
## 3653 29352 Female  26            0             0           No       Private
## 3654 44024 Female  14            0             0           No       Private
## 3655 24068 Female  32            0             0          Yes       Private
## 3656 57602   Male   6            0             0           No      children
## 3657 16536 Female  42            0             0          Yes Self-employed
## 3658  6639   Male   4            0             0           No      children
## 3659  6528   Male  75            0             0          Yes      Govt_job
## 3660 42594   Male  80            1             0          Yes      Govt_job
## 3661 59045 Female  52            0             0          Yes       Private
## 3662 31608   Male  11            0             0           No      children
## 3663 47949   Male  14            0             0           No      children
## 3664 41362 Female  74            0             0          Yes Self-employed
## 3665 18187   Male  58            0             0          Yes       Private
## 3666  8983 Female  80            1             0          Yes       Private
## 3667 20098 Female  31            0             0          Yes Self-employed
## 3668  3777 Female  28            1             0          Yes      Govt_job
## 3669 11651 Female  25            0             0          Yes       Private
## 3670 28527   Male  71            0             0           No       Private
## 3671 63282 Female  51            0             0          Yes      Govt_job
## 3672 37038   Male  15            0             0           No      children
## 3673  4528   Male  45            1             0           No       Private
## 3674 41665   Male  53            0             0          Yes      Govt_job
## 3675 26539   Male  69            0             0          Yes Self-employed
## 3676 25325 Female  42            0             0          Yes       Private
## 3677 69462 Female   4            0             0           No      children
## 3678 29816   Male  64            1             0          Yes       Private
## 3679 47784 Female   5            0             0           No      children
## 3680 18181   Male  44            0             0          Yes       Private
## 3681  8614   Male  78            0             1          Yes Self-employed
## 3682   347 Female  16            0             0           No       Private
## 3683 61336 Female  69            0             0          Yes Self-employed
## 3684 27647   Male  80            0             1          Yes Self-employed
## 3685 25676 Female   7            0             0           No      children
## 3686 65894 Female   2            0             0           No      children
## 3687  2291 Female  80            1             0          Yes Self-employed
## 3688 25630 Female  69            0             0          Yes Self-employed
## 3689 38575   Male  58            1             0          Yes Self-employed
## 3690 29326 Female  75            0             0          Yes Self-employed
## 3691 59292 Female  60            0             0          Yes Self-employed
## 3692 52051 Female  75            0             0          Yes Self-employed
## 3693 64508 Female  10            0             0           No      children
## 3694 36593   Male  38            0             0           No       Private
## 3695 39834   Male  28            0             0           No       Private
## 3696 54111 Female   3            0             0           No      children
## 3697 53476 Female  31            0             0          Yes       Private
## 3698   479 Female  59            1             0          Yes       Private
## 3699 37237 Female  31            0             0           No       Private
## 3700  5496 Female  45            0             0          Yes       Private
## 3701 56075 Female  58            0             0          Yes       Private
## 3702 46130 Female  57            0             0          Yes Self-employed
## 3703  7730   Male  31            0             0           No       Private
## 3704 12380   Male  43            0             0          Yes      Govt_job
## 3705 15324 Female  40            0             0           No       Private
## 3706 11658   Male   5            0             0           No      children
## 3707 22778   Male  34            0             0          Yes       Private
## 3708  4128 Female  55            0             0          Yes       Private
## 3709 36825 Female  39            0             0          Yes       Private
## 3710  1454 Female  42            0             0           No       Private
## 3711 12674   Male  44            0             0          Yes       Private
## 3712 55375   Male  69            1             0          Yes       Private
## 3713  3726   Male  16            0             0           No       Private
## 3714 48652 Female   8            0             0           No      children
## 3715 68657 Female   5            0             0           No      children
## 3716 17337 Female   5            0             0           No      children
## 3717 44831 Female  69            0             0           No       Private
## 3718 68420 Female  13            0             0           No      children
## 3719 39632 Female  53            0             0          Yes       Private
## 3720 49095 Female  16            0             0           No      children
## 3721 46292   Male  64            0             0          Yes       Private
## 3722 43492 Female   7            0             0           No      children
## 3723 55766   Male  41            0             0          Yes       Private
## 3724 17740   Male  65            0             0          Yes       Private
## 3725 64189   Male  61            0             0          Yes Self-employed
## 3726 24202   Male  63            0             0          Yes       Private
## 3727 32514   Male   5            0             0           No      children
## 3728  9866 Female  54            0             0          Yes       Private
## 3729 54816 Female  14            0             0           No      children
## 3730 59880   Male  45            0             0          Yes       Private
## 3731 20625   Male  51            1             0          Yes       Private
## 3732 65969   Male   8            0             0           No      children
## 3733 56923   Male  52            1             0          Yes       Private
## 3734 44001 Female  39            0             0          Yes       Private
## 3735 51852 Female  13            0             0           No      children
## 3736 27176 Female  69            0             0          Yes       Private
## 3737 70874   Male  71            1             0          Yes      Govt_job
## 3738 34287 Female  73            0             0          Yes Self-employed
## 3739 23052 Female  54            0             0          Yes       Private
## 3740 67499   Male  10            0             0           No      children
## 3741  5380 Female  26            0             0          Yes       Private
## 3742 20154 Female  41            0             0          Yes       Private
## 3743 29546   Male  71            0             0          Yes      Govt_job
## 3744  3718 Female  46            0             0          Yes      Govt_job
## 3745 43734   Male  15            0             0           No       Private
## 3746 41917 Female  29            0             0           No       Private
## 3747  8050   Male   8            0             0           No      children
## 3748 44426 Female  21            0             0          Yes       Private
## 3749 34700 Female  56            1             0           No Self-employed
## 3750 70230 Female  14            0             0           No Self-employed
## 3751 68721 Female  78            0             0          Yes       Private
## 3752 23170 Female  36            0             0           No       Private
## 3753  5731 Female  57            1             0          Yes       Private
## 3754 62791   Male  79            1             1          Yes Self-employed
## 3755 18943   Male  26            0             0           No      Govt_job
## 3756 45472   Male  22            0             0          Yes       Private
## 3757  3942   Male  72            0             1          Yes       Private
## 3758 30201 Female  54            0             0          Yes       Private
## 3759 38284   Male   8            0             0           No      children
## 3760 53552 Female  62            0             0          Yes       Private
## 3761 59663 Female  28            0             0           No       Private
## 3762 68631 Female  50            0             0          Yes       Private
## 3763 49900   Male   7            0             0           No      children
## 3764 18140 Female  33            0             0          Yes       Private
## 3765 52340   Male  55            0             0          Yes       Private
## 3766  2327 Female  25            0             0           No       Private
## 3767 55137 Female  25            0             0           No       Private
## 3768   458 Female  37            0             0          Yes      Govt_job
## 3769 57044   Male  58            0             0          Yes       Private
## 3770 71548   Male  45            0             0          Yes      Govt_job
## 3771 67438 Female  60            0             0          Yes      Govt_job
## 3772 36524   Male  66            0             1          Yes       Private
## 3773 61827   Male  80            0             0          Yes Self-employed
## 3774 31454 Female  38            0             0          Yes      Govt_job
## 3775 15663 Female  11            0             0           No      children
## 3776  4707 Female  63            0             0          Yes       Private
## 3777 55885   Male  19            0             0           No       Private
## 3778 47563 Female  17            0             0           No       Private
## 3779 63729 Female  19            0             0           No       Private
## 3780  5286 Female  40            0             0          Yes      Govt_job
## 3781 29878   Male  49            0             0          Yes       Private
## 3782 42628 Female  69            0             1           No       Private
## 3783  5006 Female  46            0             0          Yes Self-employed
## 3784 11250   Male  78            0             0          Yes Self-employed
## 3785 41858 Female  63            0             1          Yes       Private
## 3786 15742 Female   3            0             0           No      children
## 3787 27300 Female   5            0             0           No      children
## 3788 34965 Female  18            0             0           No       Private
## 3789 65748 Female  46            0             0          Yes       Private
## 3790 44635 Female   8            0             0           No      children
## 3791 72284 Female  53            0             0          Yes       Private
## 3792 20217 Female  38            0             0          Yes      Govt_job
## 3793 44259 Female  74            0             0          Yes       Private
## 3794 52668 Female  24            0             0           No       Private
## 3795 37446   Male  78            0             0          Yes       Private
## 3796 46895   Male  60            0             0          Yes       Private
## 3797 57667   Male  12            0             0           No      children
## 3798 41962 Female  32            0             0          Yes       Private
## 3799 25495   Male   5            0             0           No      children
## 3800  2029 Female  40            0             0          Yes       Private
## 3801 13993 Female  19            0             0           No       Private
## 3802 18876 Female  28            0             0          Yes       Private
## 3803 22865 Female  61            0             0          Yes       Private
## 3804   365 Female  44            1             0          Yes       Private
## 3805 37631   Male  50            0             0          Yes      Govt_job
## 3806  5500 Female  50            0             1          Yes      Govt_job
## 3807 53217 Female  18            0             0           No       Private
## 3808 56712   Male   5            0             0           No      children
## 3809 10055 Female  37            0             0           No      Govt_job
## 3810  4959 Female   5            0             0           No      children
## 3811 22155 Female  39            0             0          Yes       Private
## 3812 22860 Female  65            0             0          Yes      Govt_job
## 3813  6960 Female  26            0             0           No      Govt_job
## 3814 57209   Male  42            0             0          Yes      Govt_job
## 3815 66581 Female  34            0             0          Yes       Private
## 3816 17347 Female  45            0             0          Yes      Govt_job
## 3817 58422   Male  43            0             0          Yes      Govt_job
## 3818 19043 Female  40            0             0           No       Private
## 3819 52897   Male  35            0             0           No       Private
## 3820 16329 Female   2            0             0           No      children
## 3821 40353 Female  61            0             0          Yes       Private
## 3822 56778   Male  64            1             0          Yes       Private
## 3823 41153 Female  32            0             0          Yes       Private
## 3824 63725   Male  23            0             0           No       Private
## 3825 19675 Female  51            0             0          Yes Self-employed
## 3826 72784 Female  52            0             0          Yes       Private
## 3827  8541 Female  75            0             0          Yes      Govt_job
## 3828 45565 Female  40            0             0          Yes       Private
## 3829 36431   Male  39            0             0          Yes      Govt_job
## 3830  6171   Male   6            0             0           No      children
## 3831 29419 Female  32            0             0          Yes       Private
## 3832 65673 Female  55            0             0           No Self-employed
## 3833 64662 Female  23            0             0           No       Private
## 3834 51693 Female  52            0             0          Yes       Private
## 3835 50495   Male  58            1             0          Yes       Private
## 3836 37086   Male  17            0             0           No       Private
## 3837 71396   Male   3            0             0           No      children
## 3838 27854 Female  23            0             0           No       Private
## 3839 53759   Male  56            0             0          Yes Self-employed
## 3840 14407   Male  45            0             0           No Self-employed
## 3841   887 Female  14            0             0           No       Private
## 3842 13328 Female  45            0             0          Yes       Private
## 3843 62507 Female  57            0             0          Yes       Private
## 3844 51797 Female  35            0             0          Yes       Private
## 3845 61536 Female   8            0             0           No      children
## 3846 71221 Female  42            0             0          Yes      Govt_job
## 3847  6948   Male   8            0             0           No      children
## 3848 66083   Male  62            0             0          Yes       Private
## 3849 21238 Female  43            0             0          Yes       Private
## 3850 70992 Female   8            0             0           No      children
## 3851 20376   Male  40            0             0          Yes Self-employed
## 3852  6613   Male   2            0             0           No      children
## 3853 27818 Female  27            0             0           No       Private
## 3854  3062 Female  47            0             0          Yes Self-employed
## 3855 11692 Female  53            0             0           No      Govt_job
## 3856 25070   Male  62            0             0          Yes      Govt_job
## 3857 39556   Male  50            0             0          Yes Self-employed
## 3858 18437   Male  26            0             0           No       Private
## 3859 59540 Female  19            0             0           No       Private
## 3860 13857   Male   5            0             0           No      children
## 3861 57924 Female  45            0             0          Yes      Govt_job
## 3862 38069   Male  45            0             0          Yes       Private
## 3863 48871 Female  54            0             0          Yes       Private
## 3864 63420   Male  64            1             0          Yes       Private
## 3865 67665   Male   2            0             0           No      children
## 3866 50638 Female  66            0             0          Yes      Govt_job
## 3867 43892 Female  73            0             0          Yes       Private
## 3868  9335 Female  31            0             0           No       Private
## 3869 38830 Female   5            0             0           No      children
## 3870 14019 Female  58            0             0          Yes       Private
## 3871 65888   Male  12            0             0           No      children
## 3872 62986 Female  60            1             0          Yes       Private
## 3873 61409   Male  32            1             0           No      Govt_job
## 3874 72041   Male  23            0             0           No       Private
## 3875 51584   Male  26            0             0           No       Private
## 3876 56476   Male  36            0             0          Yes       Private
## 3877 51740 Female   3            0             0           No      children
## 3878 45983   Male  21            0             0           No       Private
## 3879 16079 Female  67            0             0          Yes       Private
## 3880 24920 Female  35            0             0          Yes      Govt_job
## 3881 72818 Female  26            0             0           No       Private
## 3882 65944 Female  47            0             0          Yes Self-employed
## 3883 63836   Male  81            1             1          Yes      Govt_job
## 3884 46729 Female   5            0             0           No      children
## 3885 44642   Male  52            0             0          Yes      Govt_job
## 3886 70693 Female  28            0             1          Yes       Private
## 3887 54065 Female  45            0             0          Yes       Private
## 3888  9926   Male  20            0             0           No       Private
## 3889 29201   Male   5            0             0           No      children
## 3890 33308 Female  65            0             0           No       Private
## 3891 15937   Male  45            1             0          Yes Self-employed
## 3892 53748   Male  77            0             0          Yes Self-employed
## 3893 47803   Male  37            0             0          Yes      Govt_job
## 3894 41554 Female  50            0             0          Yes       Private
## 3895 69435 Female   5            0             0           No      children
## 3896 41049 Female  30            0             0          Yes       Private
## 3897 13859 Female  31            0             0           No       Private
## 3898 24257   Male   4            0             0           No      children
## 3899 14417   Male  65            1             0          Yes       Private
## 3900 45260 Female  68            0             0          Yes Self-employed
## 3901 12807 Female  63            1             0          Yes       Private
## 3902 71417   Male  46            0             0           No       Private
## 3903 37479 Female  54            0             0          Yes       Private
## 3904 23850   Male  66            0             0          Yes       Private
## 3905 17791 Female  29            0             0          Yes      Govt_job
## 3906  2544   Male  78            0             0          Yes       Private
## 3907  4961   Male  56            0             0          Yes      Govt_job
## 3908  2702 Female  57            0             0          Yes       Private
## 3909 11208 Female   2            0             0           No      children
## 3910  4077   Male  49            0             0          Yes       Private
## 3911 36548   Male  31            0             0          Yes      Govt_job
## 3912 71596 Female  47            0             0          Yes       Private
## 3913 61050   Male  37            0             0          Yes      Govt_job
## 3914  6172 Female  79            0             0          Yes       Private
## 3915 15098 Female  65            0             0          Yes       Private
## 3916 34895   Male  61            0             0          Yes       Private
## 3917  6443 Female  66            0             0          Yes       Private
## 3918 67635   Male  24            0             0           No       Private
## 3919 19931   Male  66            0             0          Yes Self-employed
## 3920 57302 Female  64            1             0          Yes       Private
## 3921 26197 Female  38            0             0          Yes       Private
## 3922 54982 Female   7            0             0           No      children
## 3923 13398 Female  63            0             0          Yes       Private
## 3924 21101   Male  71            0             0          Yes       Private
## 3925 39958   Male  18            0             0           No       Private
## 3926 51894 Female  65            0             0          Yes       Private
## 3927 56001   Male  57            0             0          Yes       Private
## 3928 56137 Female  62            0             0          Yes       Private
## 3929 25900   Male   5            0             0           No      children
## 3930 69213   Male  35            0             0           No       Private
## 3931 38613 Female  50            0             0          Yes      Govt_job
## 3932 27660 Female  73            1             0           No Self-employed
## 3933 33790 Female  23            0             0           No       Private
## 3934 50845 Female  32            0             0          Yes      Govt_job
## 3935 44628 Female  38            0             0          Yes       Private
## 3936 38951 Female  50            0             0          Yes Self-employed
## 3937 52792 Female  39            0             0          Yes       Private
## 3938 27675 Female   7            0             0           No      children
## 3939  6903 Female  15            0             0           No      children
## 3940 35463   Male  67            0             0          Yes       Private
## 3941   172   Male   8            0             0           No      children
## 3942 16876 Female  32            0             0          Yes       Private
## 3943 60926   Male   5            0             0           No      children
## 3944 21333   Male  56            1             0          Yes       Private
## 3945 69183   Male  49            0             0           No       Private
## 3946  2313 Female  75            0             1          Yes Self-employed
## 3947  8041 Female  11            0             0           No      children
## 3948 68171   Male  61            0             0          Yes Self-employed
## 3949 27948   Male  76            0             0          Yes Self-employed
## 3950 45673 Female  34            0             0          Yes       Private
## 3951 50810   Male  20            0             0           No       Private
## 3952  2467 Female  79            1             0          Yes Self-employed
## 3953 64165 Female  24            0             0           No       Private
## 3954 22352 Female  39            0             0          Yes Self-employed
## 3955 62990 Female  55            0             0          Yes      Govt_job
## 3956  1737 Female  16            0             0           No       Private
## 3957 26357   Male  36            0             0           No       Private
## 3958 28013 Female  38            0             0          Yes Self-employed
## 3959 24727   Male  20            0             0           No       Private
## 3960 37608 Female  38            0             0           No       Private
## 3961 13870 Female  52            0             0          Yes       Private
## 3962  4655   Male  49            0             0          Yes       Private
## 3963 55356 Female  80            0             0          Yes Self-employed
## 3964 49400   Male  75            0             0          Yes       Private
## 3965 38132 Female  13            0             0           No       Private
## 3966 50136 Female  54            1             0          Yes       Private
## 3967  3094   Male  28            0             0           No       Private
## 3968 42727 Female  61            0             0          Yes       Private
## 3969 41500   Male   5            0             0           No      children
## 3970 33185   Male  59            0             0           No      Govt_job
## 3971  7057   Male  12            0             0           No      children
## 3972 48244 Female  38            0             0           No       Private
## 3973 69559   Male  15            0             0           No  Never_worked
## 3974 61757   Male  31            0             0          Yes Self-employed
## 3975 10541   Male  52            1             0          Yes       Private
## 3976 48169 Female  61            0             0          Yes Self-employed
## 3977 64202   Male  50            0             0          Yes       Private
## 3978  7069 Female  41            0             0          Yes       Private
## 3979 52050   Male  20            0             0           No       Private
## 3980 31692   Male  67            0             0          Yes       Private
## 3981 11192 Female  45            0             0          Yes       Private
## 3982 69404   Male  73            0             0          Yes      Govt_job
## 3983 42700 Female  52            0             0          Yes       Private
## 3984  7638 Female  51            0             0          Yes       Private
## 3985  7298 Female  56            0             0          Yes Self-employed
## 3986 43615 Female  49            0             0          Yes Self-employed
## 3987 18134   Male  10            0             0           No      children
## 3988 19324 Female  51            0             0          Yes      Govt_job
## 3989 18827   Male  57            0             0          Yes Self-employed
## 3990 68291   Male  76            0             0          Yes       Private
## 3991 70661 Female  28            0             0           No       Private
## 3992  6019 Female  57            0             0          Yes       Private
## 3993 56616   Male  39            0             0          Yes       Private
## 3994 14399 Female  41            0             0          Yes       Private
## 3995  8009 Female  72            1             1          Yes       Private
## 3996 30961   Male  45            0             0          Yes       Private
## 3997 24201   Male  33            0             0          Yes       Private
## 3998 18032   Male  62            0             1          Yes       Private
## 3999 62396 Female  27            0             0          Yes       Private
## 4000 67055 Female  31            0             0          Yes       Private
## 4001 51024 Female  24            0             0          Yes       Private
## 4002 60774   Male   5            0             0           No      children
## 4003 35039 Female  28            0             0           No       Private
## 4004 46141 Female  24            0             0           No       Private
## 4005 54240 Female  30            0             0          Yes      Govt_job
## 4006 15929   Male  38            0             0          Yes      Govt_job
## 4007 19849 Female   5            0             0           No      children
## 4008 43282   Male   5            0             0           No      children
## 4009 50372   Male  57            0             0          Yes       Private
## 4010  5834 Female  27            0             0           No      Govt_job
## 4011 69847 Female  30            0             0          Yes Self-employed
## 4012 67277   Male  42            0             0          Yes       Private
## 4013 41181   Male  36            0             0          Yes       Private
## 4014 36388   Male  44            1             0          Yes       Private
## 4015 49272   Male  59            0             0          Yes      Govt_job
## 4016 52024 Female  61            0             0          Yes      Govt_job
## 4017 58508 Female  18            0             0           No      Govt_job
## 4018 64159 Female  44            0             0          Yes       Private
## 4019 29453   Male  16            0             0           No      children
## 4020 52838   Male  13            0             0           No      children
## 4021 43024   Male   9            0             0           No      children
## 4022  8247   Male   5            0             0           No      children
## 4023 42159 Female  81            1             0          Yes Self-employed
## 4024 37761 Female  38            0             0          Yes       Private
## 4025 27624 Female  58            0             0          Yes Self-employed
## 4026 40242   Male   5            0             0           No      children
## 4027  4383 Female  64            0             0          Yes      Govt_job
## 4028 58577 Female  38            0             0          Yes      Govt_job
## 4029 59916 Female  56            0             0          Yes       Private
## 4030 44526   Male  58            0             0          Yes      Govt_job
## 4031 12990   Male   9            0             0           No      children
## 4032 14414 Female  34            0             0          Yes       Private
## 4033 46343 Female  79            0             0          Yes       Private
## 4034 29539   Male  62            1             0          Yes Self-employed
## 4035 10924 Female  60            0             0          Yes       Private
## 4036 30248 Female  42            0             0           No       Private
## 4037 39769 Female  59            0             0          Yes Self-employed
## 4038 28778 Female  54            0             0          Yes       Private
## 4039 65257   Male  59            0             0          Yes       Private
## 4040  7233   Male  15            0             0           No      children
## 4041 67773 Female  14            0             0           No      children
## 4042 14993   Male   5            0             0           No      children
## 4043 59054   Male  17            0             0           No       Private
## 4044 22554 Female  13            0             0           No      children
## 4045 72512 Female  48            0             0          Yes Self-employed
## 4046 56195   Male  37            0             0          Yes      Govt_job
## 4047  7524 Female  69            0             1          Yes       Private
## 4048 45795 Female  74            0             0          Yes       Private
## 4049 64433   Male  54            0             0          Yes       Private
## 4050 70106 Female  64            0             1          Yes       Private
## 4051 50072 Female  26            0             0           No       Private
## 4052 52530   Male  55            0             0          Yes      Govt_job
## 4053   768 Female  74            0             0          Yes Self-employed
## 4054 40255 Female   5            0             0           No      children
## 4055 50073 Female  41            0             1           No       Private
## 4056 52439   Male  68            0             1          Yes       Private
## 4057 65379   Male   9            0             0           No      children
## 4058 38605 Female  36            0             0          Yes       Private
## 4059 35772   Male  17            0             0           No       Private
## 4060 38014   Male  24            0             0          Yes       Private
## 4061 68330 Female  69            0             0          Yes Self-employed
## 4062 47271   Male  38            0             0          Yes      Govt_job
## 4063 26330 Female  69            0             0          Yes       Private
## 4064 24022 Female  32            0             0           No       Private
## 4065 45622 Female  25            0             0           No       Private
## 4066 60732   Male   2            0             0           No      children
## 4067 53694   Male  79            0             0           No Self-employed
## 4068 11280 Female  28            0             0          Yes       Private
## 4069 28734 Female  16            0             0           No  Never_worked
## 4070 12693   Male  31            0             0          Yes       Private
## 4071 17683   Male  66            0             0          Yes Self-employed
## 4072 36155 Female  57            1             0          Yes       Private
## 4073 31390 Female  61            0             0          Yes       Private
## 4074 10636 Female  74            0             0          Yes Self-employed
## 4075 71659 Female  70            0             0          Yes      Govt_job
## 4076 52305 Female   8            0             0           No      children
## 4077  9602 Female  49            0             0          Yes       Private
## 4078 68407   Male  30            0             0          Yes      Govt_job
## 4079 72011   Male  51            0             0           No Self-employed
## 4080 40568 Female  10            0             0           No      children
## 4081 50206 Female  34            0             0          Yes       Private
## 4082 41191   Male  40            0             0          Yes       Private
## 4083  7129   Male   3            0             0           No      children
## 4084 45485 Female  45            0             0          Yes Self-employed
## 4085 32023   Male   4            0             0           No      children
## 4086 33064   Male  52            0             1          Yes       Private
## 4087 60896   Male  68            0             1          Yes       Private
## 4088  2109 Female   8            0             0           No      children
## 4089 27705 Female  82            0             1          Yes Self-employed
## 4090 36850   Male  36            0             0          Yes      Govt_job
## 4091 52500 Female  42            0             0          Yes      Govt_job
## 4092 43698 Female  27            0             0           No      Govt_job
## 4093 49901   Male  55            0             0          Yes      Govt_job
## 4094 69120 Female  31            0             0          Yes Self-employed
## 4095 25510   Male  82            0             0          Yes Self-employed
## 4096 60416 Female  57            0             0          Yes Self-employed
## 4097 15135 Female  78            0             1          Yes       Private
## 4098 34660   Male  55            0             0          Yes Self-employed
## 4099 11713   Male  51            0             0          Yes       Private
## 4100 40704   Male  80            0             0           No       Private
## 4101 71298 Female  17            0             0           No       Private
## 4102 54497 Female  61            0             0          Yes       Private
## 4103 30129 Female  62            0             0          Yes      Govt_job
## 4104 44965 Female  14            0             0           No Self-employed
## 4105 38549 Female  62            0             0          Yes       Private
## 4106 39236 Female  56            0             0           No Self-employed
## 4107 50545   Male  41            0             0          Yes      Govt_job
## 4108 28435 Female  59            0             0          Yes Self-employed
## 4109  4631   Male  29            0             0          Yes       Private
## 4110  9912   Male  39            0             0          Yes       Private
## 4111 43028   Male  66            0             0          Yes Self-employed
## 4112 38894 Female  35            0             0          Yes       Private
## 4113 41238 Female  36            0             0          Yes       Private
## 4114 51828   Male  35            0             0          Yes       Private
## 4115 64196   Male  26            0             0           No       Private
## 4116 10626 Female  31            0             0           No       Private
## 4117  4117 Female  56            0             0          Yes Self-employed
## 4118 37993 Female  36            0             0          Yes      Govt_job
## 4119 57765 Female  41            0             0          Yes      Govt_job
## 4120  7841 Female  50            0             0          Yes       Private
## 4121 18398 Female  42            0             0          Yes       Private
## 4122 50210   Male  79            0             0          Yes Self-employed
## 4123 52461   Male  57            0             0          Yes       Private
## 4124 32523   Male  68            0             1          Yes       Private
## 4125 49509 Female  25            0             0          Yes       Private
## 4126 16377   Male  69            0             0          Yes       Private
## 4127 13902 Female  42            0             0          Yes       Private
## 4128 44047   Male  37            0             0          Yes      Govt_job
## 4129 34184 Female   2            0             0           No      children
## 4130 11312 Female  78            0             0          Yes Self-employed
## 4131 39616 Female  36            0             0          Yes       Private
## 4132 57322   Male  10            0             0           No      children
## 4133 28011   Male  39            1             0          Yes       Private
## 4134   242   Male   4            0             0           No      children
## 4135 18178 Female  48            0             0          Yes       Private
## 4136 51823   Male  72            0             0          Yes Self-employed
## 4137 23439   Male  63            0             1           No       Private
## 4138 12594 Female  28            0             0          Yes       Private
## 4139  2692 Female  80            0             0          Yes Self-employed
## 4140 26062   Male  49            0             0          Yes       Private
## 4141  6805   Male  57            0             0           No       Private
## 4142 45817 Female  59            0             0          Yes       Private
## 4143 66306 Female  43            0             0          Yes       Private
## 4144 62167 Female  47            0             0          Yes       Private
## 4145 16627   Male  54            0             0          Yes Self-employed
## 4146 34285   Male  57            0             0          Yes       Private
## 4147 71151   Male  56            0             0          Yes       Private
## 4148  2580   Male  66            0             1           No      Govt_job
## 4149 11891   Male  18            0             0           No      Govt_job
## 4150 57080 Female  81            1             1          Yes Self-employed
## 4151 47456   Male  30            0             0          Yes       Private
## 4152 56139   Male   8            0             0           No      children
## 4153 12857   Male  55            0             0          Yes Self-employed
## 4154 40980   Male  79            1             0          Yes Self-employed
## 4155 47668 Female  49            0             0          Yes       Private
## 4156 72792 Female  53            1             0          Yes       Private
## 4157 37728 Female  26            0             0          Yes       Private
## 4158 47410 Female  14            0             0           No      children
## 4159 56450   Male  25            0             0           No       Private
## 4160  9189 Female  20            0             0           No       Private
## 4161 71966 Female  18            0             0           No  Never_worked
## 4162 59272   Male  38            0             0          Yes       Private
## 4163 45563 Female  72            0             1          Yes Self-employed
## 4164 19907 Female  52            0             0          Yes       Private
## 4165 40163 Female  82            1             0          Yes       Private
## 4166 62738   Male  71            0             1          Yes       Private
## 4167 51651   Male  46            0             0          Yes       Private
## 4168 39940 Female  33            0             0          Yes       Private
## 4169  8122 Female  37            0             0          Yes       Private
## 4170 71057 Female  54            0             0          Yes       Private
## 4171 67921 Female   5            0             0           No      children
## 4172 12834   Male  45            0             0          Yes       Private
## 4173 56567   Male  14            0             0           No      children
## 4174 11872   Male   5            0             0           No      children
## 4175  6574 Female  35            0             0          Yes Self-employed
## 4176  5294 Female  20            0             0          Yes       Private
## 4177 10870   Male  51            0             0          Yes       Private
## 4178 15062   Male  40            0             0          Yes      Govt_job
## 4179 46454 Female  79            0             0          Yes      Govt_job
## 4180 31795   Male  61            0             0          Yes Self-employed
## 4181 62395   Male  33            0             0          Yes       Private
## 4182 42760 Female  27            0             0          Yes       Private
## 4183 27119 Female  28            0             0           No       Private
## 4184 47113 Female  67            0             0          Yes Self-employed
## 4185 36045 Female  35            0             0          Yes       Private
## 4186 54871 Female  78            0             0          Yes       Private
## 4187 48824 Female  20            0             0           No       Private
## 4188 67356 Female  43            0             0          Yes       Private
## 4189 70670 Female  27            0             0          Yes       Private
## 4190 58477 Female  45            0             0          Yes       Private
## 4191 53636 Female  11            0             0           No      children
## 4192 24262 Female  31            0             0          Yes       Private
## 4193 33886 Female  30            0             0           No       Private
## 4194 59126 Female  27            0             0           No       Private
## 4195 31697 Female  34            0             0          Yes       Private
## 4196 10018   Male  19            0             0           No       Private
## 4197 52447 Female   3            0             0           No      children
## 4198 23238   Male  53            0             1          Yes       Private
## 4199  4148   Male  81            0             0          Yes Self-employed
## 4200 63404 Female  44            0             0          Yes       Private
## 4201 13540 Female  59            0             0          Yes Self-employed
## 4202 44288   Male  43            0             0          Yes       Private
## 4203 23194   Male  32            1             0           No       Private
## 4204   751 Female   5            0             0           No      children
## 4205  7047 Female  31            0             0          Yes       Private
## 4206 68020   Male  47            0             0          Yes       Private
## 4207 11325 Female  12            0             0           No      children
## 4208 25636   Male  40            0             0          Yes       Private
## 4209 60602 Female  49            0             0          Yes      Govt_job
## 4210 51856   Male  38            1             0          Yes       Private
## 4211 13031 Female  15            0             0           No      children
## 4212 19498 Female  81            0             1           No Self-employed
## 4213 51476   Male  48            0             0          Yes       Private
## 4214 49762 Female  24            0             0           No       Private
## 4215 23449   Male  47            0             0          Yes Self-employed
## 4216 51374 Female  13            0             0           No      children
## 4217 41263 Female  16            0             0           No       Private
## 4218  6599   Male  64            1             0          Yes Self-employed
## 4219 16320 Female  11            0             0           No      children
## 4220 64670 Female  55            0             0          Yes      Govt_job
## 4221 35941   Male  38            0             0          Yes       Private
## 4222 64931   Male  37            0             0          Yes       Private
## 4223 27416 Female  34            0             0          Yes       Private
## 4224 43433 Female  52            0             0          Yes Self-employed
## 4225 21366 Female  50            0             0          Yes       Private
## 4226 14658 Female  37            0             0          Yes       Private
## 4227  7538 Female  55            0             0          Yes Self-employed
## 4228 52092 Female   2            0             0           No      children
## 4229 45372   Male  68            0             0          Yes Self-employed
## 4230 63043 Female  27            0             0           No       Private
## 4231    67 Female  17            0             0           No       Private
## 4232 68034 Female  53            1             0          Yes      Govt_job
## 4233 63026   Male   5            0             0           No      children
## 4234 18352 Female   3            0             0           No      children
## 4235 36087 Female  20            0             0           No       Private
## 4236 27480   Male  19            0             0           No       Private
## 4237 38074 Female  31            0             0          Yes       Private
## 4238 66690 Female  63            0             0          Yes Self-employed
## 4239 31131 Female  49            0             1          Yes       Private
## 4240 26884 Female  72            0             0          Yes Self-employed
## 4241 26935 Female  50            1             0          Yes       Private
## 4242 17569   Male  41            0             0          Yes Self-employed
## 4243 24585   Male  40            0             0          Yes      Govt_job
## 4244 53954   Male  17            0             0           No       Private
## 4245 13286   Male   3            0             0           No      children
## 4246  7653 Female  33            0             0           No       Private
## 4247 59027 Female  12            0             0           No      children
## 4248 70318   Male  23            0             0           No       Private
## 4249 15422   Male  31            0             0           No      Govt_job
## 4250 56692 Female  65            0             0          Yes Self-employed
## 4251 45395 Female  43            0             0          Yes       Private
## 4252 39977 Female  22            0             0           No       Private
## 4253 14553   Male   7            0             0           No      children
## 4254 40998 Female  81            0             0          Yes Self-employed
## 4255 71900 Female  10            0             0           No      children
## 4256  3318 Female  18            0             0           No       Private
## 4257 41481 Female   5            0             0           No      children
## 4258 24854 Female  24            0             0           No Self-employed
## 4259 22330 Female  45            0             0          Yes Self-employed
## 4260 14892 Female  46            1             0          Yes       Private
## 4261 36710   Male  64            0             0          Yes       Private
## 4262 29267   Male  25            0             0           No       Private
## 4263 17098 Female  12            0             0           No      children
## 4264 61384   Male  81            1             0          Yes       Private
## 4265 69732   Male  65            0             0          Yes Self-employed
## 4266 61238 Female  40            0             0          Yes       Private
## 4267 18696   Male  81            0             0           No       Private
## 4268 25643   Male  36            0             0          Yes       Private
## 4269 63333 Female  32            0             0          Yes Self-employed
## 4270 23210   Male  31            0             0           No       Private
## 4271  2647   Male  55            0             0          Yes       Private
## 4272 60934   Male  39            0             0          Yes       Private
## 4273 50412 Female  17            0             0           No       Private
## 4274  1192 Female  31            0             0           No      Govt_job
## 4275 55361 Female  36            0             0          Yes Self-employed
## 4276 50141 Female   5            0             0           No      children
## 4277 12963 Female  29            0             0           No Self-employed
## 4278 55337 Female   2            0             0           No      children
## 4279 23989 Female  62            0             0          Yes Self-employed
## 4280 26025 Female  45            0             0          Yes      Govt_job
## 4281 67711 Female  18            0             0           No       Private
## 4282 53105 Female  29            0             0          Yes       Private
## 4283 10696 Female  52            0             0          Yes       Private
## 4284 43656   Male  59            1             0          Yes      Govt_job
## 4285 52361   Male  69            1             1          Yes       Private
## 4286 57343 Female  71            0             0          Yes       Private
## 4287 23339   Male   3            0             0           No      children
## 4288 51408   Male  33            0             0          Yes      Govt_job
## 4289 47886 Female  43            1             0          Yes      Govt_job
## 4290 21407   Male  39            0             0          Yes       Private
## 4291 34026 Female  60            0             0          Yes       Private
## 4292 53004 Female  54            0             0          Yes      Govt_job
## 4293 18833   Male  61            0             0          Yes Self-employed
## 4294 69222   Male   5            0             0           No      children
## 4295 32610 Female  11            0             0           No      children
## 4296 57645 Female  75            0             0          Yes      Govt_job
## 4297 21677 Female  64            0             0          Yes       Private
## 4298 50410 Female  78            0             0           No      Govt_job
## 4299 25051 Female  14            0             0           No       Private
## 4300 31642 Female  66            0             0          Yes Self-employed
## 4301 60455   Male  48            0             0          Yes       Private
## 4302 52172 Female  44            0             0          Yes       Private
## 4303 69647   Male  30            0             0           No       Private
## 4304 24972   Male   5            0             0           No      children
## 4305 13172 Female  61            0             0          Yes Self-employed
## 4306 31911 Female  54            0             0          Yes      Govt_job
## 4307 34415 Female  22            0             0           No      Govt_job
## 4308 53219   Male  47            0             0          Yes       Private
## 4309  7924 Female  67            0             0          Yes       Private
## 4310 72491   Male  53            0             0          Yes       Private
## 4311 59058 Female  45            0             0          Yes      Govt_job
## 4312 52619 Female  65            0             0          Yes       Private
## 4313 36162   Male  39            1             0          Yes       Private
## 4314 68371   Male  57            0             0          Yes       Private
## 4315 21067 Female  45            0             0          Yes Self-employed
## 4316 25718 Female  28            0             0          Yes       Private
## 4317 24421   Male  30            0             0           No       Private
## 4318 69528 Female  31            0             0          Yes       Private
## 4319 56594 Female  70            0             0          Yes       Private
## 4320 35095 Female  17            0             0           No       Private
## 4321 30002   Male  44            1             0          Yes Self-employed
## 4322 71143   Male  65            0             0          Yes Self-employed
## 4323 32669   Male   6            0             0           No      children
## 4324 17174   Male  15            0             0           No      children
## 4325  2818 Female  80            0             0           No Self-employed
## 4326 30650   Male  54            0             0          Yes      Govt_job
## 4327  3013 Female  79            0             0          Yes Self-employed
## 4328 42806 Female  60            1             0          Yes       Private
## 4329  6390 Female  12            0             0           No      children
## 4330 46647 Female  36            0             0           No       Private
## 4331  6625 Female  54            0             0          Yes Self-employed
## 4332 49605   Male  63            0             0          Yes       Private
## 4333 72940 Female   2            0             0           No      children
## 4334 24783 Female  28            0             0           No       Private
## 4335 22515 Female  38            1             0          Yes       Private
## 4336  3700   Male  37            0             0          Yes       Private
## 4337 53802   Male  80            0             1          Yes       Private
## 4338 49955   Male  43            0             0           No       Private
## 4339  2456   Male  60            1             0          Yes      Govt_job
## 4340 71515 Female  66            0             0          Yes       Private
## 4341 44662 Female  45            0             0          Yes      Govt_job
## 4342 38661 Female  29            0             0           No       Private
## 4343 15978   Male   4            0             0           No      children
## 4344 35210 Female  48            0             0          Yes       Private
## 4345 49930 Female  68            0             0          Yes       Private
## 4346 27789 Female  57            0             0          Yes       Private
## 4347 45325 Female  29            0             0           No       Private
## 4348 31092 Female  30            0             0          Yes       Private
## 4349 40705 Female  47            0             0          Yes Self-employed
## 4350 28513 Female  73            0             0          Yes       Private
## 4351 12367 Female  66            0             0          Yes Self-employed
## 4352 63915 Female  39            0             0          Yes       Private
## 4353 10166   Male  66            0             0           No      Govt_job
## 4354 35999 Female  52            0             0          Yes       Private
## 4355  8964 Female  34            0             0           No       Private
## 4356 38207 Female  79            1             0          Yes Self-employed
## 4357 52681 Female  39            0             0          Yes       Private
## 4358 38980   Male  61            0             0          Yes      Govt_job
## 4359 33924 Female  26            0             0           No       Private
## 4360 10135 Female  37            0             0           No       Private
## 4361 46517 Female  66            0             1          Yes       Private
## 4362 65966 Female  16            0             0           No       Private
## 4363 56575 Female  51            1             0          Yes      Govt_job
## 4364 43138   Male  15            0             0           No       Private
## 4365 36633   Male   5            0             0           No      children
## 4366 11632   Male  60            0             0          Yes       Private
## 4367 31153   Male  66            0             0          Yes Self-employed
## 4368 52247 Female  75            0             0          Yes      Govt_job
## 4369 61987 Female  40            0             0          Yes       Private
## 4370 64416 Female  52            0             0          Yes      Govt_job
## 4371 31708 Female  13            0             0           No      children
## 4372 62296 Female  44            0             0          Yes      Govt_job
## 4373 53976 Female  37            0             0           No       Private
## 4374 16446   Male   2            0             0           No      children
## 4375 51329 Female  48            0             0          Yes       Private
## 4376 33560 Female  81            0             1          Yes      Govt_job
## 4377 37866 Female  76            0             0          Yes Self-employed
## 4378  8553 Female  58            0             0          Yes      Govt_job
## 4379  5654 Female  11            0             0           No      children
## 4380 17238 Female   9            0             0           No      children
## 4381 45252   Male  54            0             0          Yes       Private
## 4382 14444 Female  37            0             0           No Self-employed
## 4383 46503 Female  16            0             0           No       Private
## 4384 18578   Male  11            0             0           No      children
## 4385   917 Female  32            0             0          Yes       Private
## 4386 60981 Female  26            0             0           No       Private
## 4387 28873 Female  21            0             0           No       Private
## 4388 25446 Female  45            0             0          Yes      Govt_job
## 4389 54127 Female  40            0             0          Yes Self-employed
## 4390 63478 Female  41            0             0          Yes       Private
## 4391 15464 Female  71            1             1          Yes       Private
## 4392 63312   Male  16            0             0           No       Private
## 4393 55681 Female   7            0             0           No      children
## 4394 63804 Female  27            0             0           No       Private
## 4395 10321 Female  22            0             0          Yes       Private
## 4396 56339 Female  79            0             0          Yes Self-employed
## 4397 56277 Female  38            0             0          Yes       Private
## 4398 33657 Female  64            0             0          Yes       Private
## 4399  7054   Male   4            0             0           No      children
## 4400 72393 Female  23            0             0          Yes      Govt_job
## 4401 68059   Male  35            0             0          Yes      Govt_job
## 4402 14996   Male  66            0             0          Yes Self-employed
## 4403   841   Male  34            0             0          Yes       Private
## 4404 22880 Female  19            0             0           No       Private
## 4405  1552   Male  73            0             0          Yes       Private
## 4406 68853 Female  70            0             0          Yes       Private
## 4407 49190 Female  45            0             0          Yes       Private
## 4408 49277 Female  34            0             0           No       Private
## 4409   711   Male  81            0             0          Yes       Private
## 4410  1953 Female   5            0             0           No      children
## 4411 34900   Male  13            0             0           No  Never_worked
## 4412 13237   Male  57            0             1          Yes Self-employed
## 4413 61684 Female  38            0             0          Yes       Private
## 4414 28382   Male  21            0             0           No       Private
## 4415 13768 Female  38            0             0          Yes       Private
## 4416 32726 Female  41            0             0           No       Private
## 4417 65729 Female  26            0             0          Yes       Private
## 4418  6422 Female  48            0             0          Yes Self-employed
## 4419 11382   Male  18            0             0           No       Private
## 4420 31703   Male  66            0             0          Yes Self-employed
## 4421 33439 Female  27            0             0           No       Private
## 4422  5647 Female  18            0             0           No       Private
## 4423  1847 Female  20            0             0           No      Govt_job
## 4424 12900   Male  11            0             0           No      children
## 4425 28367 Female   7            0             0           No      children
## 4426 71551 Female  54            0             0           No       Private
## 4427 13846   Male  43            0             0          Yes      Govt_job
## 4428 61667 Female  61            0             0          Yes       Private
## 4429 46079   Male  31            0             0           No       Private
## 4430  7871 Female  40            0             0          Yes       Private
## 4431 60964 Female  71            1             0          Yes      Govt_job
## 4432 72562 Female  57            0             0          Yes       Private
## 4433 63773 Female  13            0             0           No      children
## 4434 53998 Female  21            0             0           No       Private
## 4435 16617 Female  63            1             0          Yes      Govt_job
## 4436 54117   Male   7            0             0           No      children
## 4437  5987 Female  78            0             0          Yes       Private
## 4438 72215 Female  66            0             0          Yes Self-employed
## 4439 39796   Male  41            0             0           No Self-employed
## 4440 12345   Male  11            0             0           No      children
## 4441 65636   Male  55            0             0          Yes       Private
## 4442 47356 Female  42            0             0          Yes       Private
## 4443 27859   Male  51            0             0          Yes       Private
## 4444 41715 Female  79            1             0          Yes Self-employed
## 4445 38617   Male  28            0             0          Yes Self-employed
## 4446 32638 Female  73            1             0          Yes Self-employed
## 4447 47799 Female  42            0             0          Yes       Private
## 4448 41942 Female  37            0             0          Yes       Private
## 4449 69010   Male  78            0             0          Yes       Private
## 4450 47144 Female  74            0             0          Yes Self-employed
## 4451 65103 Female  59            0             0          Yes       Private
## 4452  6472 Female  78            0             0          Yes      Govt_job
## 4453 27596 Female  82            1             0          Yes       Private
## 4454 59522   Male  71            1             0          Yes       Private
## 4455 51512 Female  19            0             0           No       Private
## 4456 53821   Male  18            0             0           No       Private
## 4457 51532 Female  53            0             0          Yes      Govt_job
## 4458 50070 Female  62            1             0          Yes Self-employed
## 4459 41654   Male   3            0             0           No      children
## 4460  5714 Female  49            1             0          Yes      Govt_job
## 4461  2304   Male  51            0             0          Yes      Govt_job
## 4462  8543 Female  53            0             0          Yes       Private
## 4463 45279 Female  10            0             0           No      children
## 4464 57870   Male  54            0             0          Yes       Private
## 4465 56961 Female  40            0             0           No      Govt_job
## 4466  8623 Female   3            0             0           No      children
## 4467 21346 Female  12            0             0           No      children
## 4468 36922   Male  56            0             0          Yes       Private
## 4469 19814 Female  43            0             0           No       Private
## 4470 22151 Female  28            0             0           No      Govt_job
## 4471 47802   Male  28            0             0           No       Private
## 4472 25404   Male  56            0             0          Yes       Private
## 4473 43487 Female  14            0             0           No      children
## 4474 58313 Female  63            0             0          Yes Self-employed
## 4475 16629 Female  29            0             0          Yes       Private
## 4476 60675 Female  48            1             0          Yes      Govt_job
## 4477  1119   Male  47            0             1          Yes      Govt_job
## 4478 64864   Male  63            1             0          Yes       Private
## 4479 55244   Male  40            0             0          Yes Self-employed
## 4480 23568 Female  40            0             0          Yes       Private
## 4481 56979   Male  55            0             0          Yes       Private
## 4482 66006 Female  43            0             0          Yes       Private
## 4483 40447 Female  59            0             0          Yes       Private
## 4484 62798 Female  78            1             0          Yes       Private
## 4485 38397 Female  27            0             0           No       Private
## 4486 66945 Female  49            0             0          Yes       Private
## 4487 44992   Male  14            0             0           No       Private
## 4488 50009 Female  17            0             0           No       Private
## 4489  5170   Male  42            0             0          Yes      Govt_job
## 4490 16263 Female  36            0             0          Yes Self-employed
## 4491 16024   Male  19            0             0           No       Private
## 4492 47057   Male  55            0             0          Yes Self-employed
## 4493 34045 Female   8            0             0           No      children
## 4494 59691 Female  56            0             0          Yes      Govt_job
## 4495 49261   Male  54            0             0           No       Private
## 4496 30734   Male  15            0             0           No      children
## 4497 72184 Female  43            0             0          Yes Self-employed
## 4498 37440   Male  52            0             0          Yes      Govt_job
## 4499 54400 Female  62            0             0          Yes Self-employed
## 4500 56547   Male  54            0             0          Yes       Private
## 4501 13598   Male  60            0             0          Yes Self-employed
## 4502 24246   Male   7            0             0           No      children
## 4503 29276   Male   3            0             0           No      children
## 4504 20979 Female  39            0             0           No       Private
## 4505 46048   Male  60            0             0          Yes      Govt_job
## 4506 35217 Female  60            1             0          Yes       Private
## 4507 11816 Female  46            0             0          Yes Self-employed
## 4508 48721   Male  26            0             0           No       Private
## 4509 24163 Female  12            0             0           No      children
## 4510  8022   Male  16            0             0           No       Private
## 4511 10950 Female   2            0             0           No      children
## 4512 21830 Female  82            0             0          Yes       Private
## 4513 26594 Female  32            0             0          Yes       Private
## 4514 14789 Female  62            0             0          Yes       Private
## 4515 46670 Female  75            1             0          Yes Self-employed
## 4516 31426 Female  81            1             0          Yes      Govt_job
## 4517 64435 Female  37            0             0          Yes       Private
## 4518 68789 Female  28            0             0           No       Private
## 4519 56254 Female  25            0             0           No       Private
## 4520 17478   Male  44            0             0          Yes      Govt_job
## 4521 59908 Female  11            0             0           No      children
## 4522 34130   Male  54            1             0          Yes       Private
## 4523 22282   Male  52            1             0          Yes      Govt_job
## 4524 21110 Female  43            0             0          Yes       Private
## 4525 71622 Female  56            0             0          Yes       Private
## 4526 10056 Female  37            0             0          Yes       Private
## 4527  2424   Male  60            0             0          Yes       Private
## 4528 24736 Female   4            0             0           No      children
## 4529  8920 Female  51            0             0          Yes Self-employed
## 4530 62715   Male  82            0             1          Yes       Private
## 4531 70615 Female  56            0             0          Yes      Govt_job
## 4532 43507 Female  60            0             0          Yes       Private
## 4533 43035   Male  35            0             0          Yes       Private
## 4534 44799 Female  32            0             0          Yes       Private
## 4535 49053 Female  45            0             0           No       Private
## 4536 33102   Male  10            0             0           No      children
## 4537 59405 Female  68            1             0          Yes       Private
## 4538 18283 Female  51            0             0          Yes      Govt_job
## 4539  4929   Male   8            0             0           No      children
## 4540 37289 Female  63            0             0          Yes Self-employed
## 4541  6202   Male   4            0             0           No      children
## 4542 24106 Female  33            0             0          Yes       Private
## 4543 32126 Female  56            0             1          Yes       Private
## 4544 56322   Male  49            0             1          Yes      Govt_job
## 4545 54869 Female  30            0             0          Yes       Private
## 4546 40887   Male  16            0             0           No      children
## 4547 29764 Female   5            0             0           No      children
## 4548 38287   Male  54            0             0          Yes       Private
## 4549 53426   Male  49            0             0          Yes       Private
## 4550 14943 Female  17            0             0           No       Private
## 4551 65351   Male  11            0             0           No      children
## 4552 61830   Male  51            0             0          Yes       Private
## 4553 71777   Male  74            1             1          Yes       Private
## 4554 69059 Female  42            0             0          Yes       Private
## 4555 11908 Female  69            0             0          Yes Self-employed
## 4556 24955 Female  22            0             0           No       Private
## 4557 61477 Female  25            0             0           No       Private
## 4558   724   Male  17            0             0           No       Private
## 4559 22614   Male  64            0             0           No Self-employed
## 4560 61997 Female  50            0             0          Yes       Private
## 4561  6605   Male  52            1             0          Yes      Govt_job
## 4562 46987 Female  65            0             1          Yes       Private
## 4563 70428 Female  37            0             0          Yes      Govt_job
## 4564  2267 Female  31            0             0          Yes Self-employed
## 4565 25476 Female  52            0             0          Yes       Private
## 4566 52960 Female  56            0             0          Yes Self-employed
## 4567 56600 Female  43            0             0          Yes       Private
## 4568  9394   Male  11            0             0           No      children
## 4569 42400 Female   2            0             0           No      children
## 4570 36210 Female  16            0             0           No       Private
## 4571 34416   Male  23            0             0           No       Private
## 4572 37192 Female  40            0             0          Yes       Private
## 4573 20237   Male  15            0             0           No       Private
## 4574 60635   Male  48            0             0          Yes       Private
## 4575 32571   Male  33            0             0          Yes       Private
## 4576 52368   Male  46            0             0          Yes       Private
## 4577 66786 Female  53            0             0          Yes       Private
## 4578 12668   Male  68            0             0          Yes Self-employed
## 4579 64155   Male  60            0             0          Yes      Govt_job
## 4580 17885   Male  57            0             0           No      Govt_job
## 4581 18930 Female  51            0             0          Yes      Govt_job
## 4582 15728 Female   5            0             0           No      children
## 4583 71846 Female  76            0             0          Yes      Govt_job
## 4584 37515 Female  46            0             0          Yes      Govt_job
## 4585 25763 Female  23            0             0           No       Private
## 4586 16566   Male   9            0             0           No      children
## 4587 30836 Female  53            0             0          Yes       Private
## 4588 68060   Male   4            0             0           No      children
## 4589 51958 Female  62            1             0           No       Private
## 4590 45285   Male  37            0             0          Yes       Private
## 4591 19271 Female  82            1             1          Yes Self-employed
## 4592  6576 Female  33            0             0          Yes       Private
## 4593  6850   Male   3            0             0           No      children
## 4594 25798   Male  14            0             0           No       Private
## 4595 28611   Male  16            0             0           No       Private
## 4596 15061   Male  40            0             0          Yes      Govt_job
## 4597 40323 Female  18            0             0           No       Private
## 4598 40842 Female  29            0             0          Yes       Private
## 4599 23765 Female  56            0             0          Yes      Govt_job
## 4600 66287   Male  33            0             0          Yes       Private
## 4601 50804   Male   2            0             0           No      children
## 4602 25927   Male  36            0             0          Yes       Private
## 4603 41970   Male  30            0             0           No       Private
## 4604 54206 Female  31            0             0           No      Govt_job
## 4605 46691   Male  16            0             0           No      children
## 4606 37553   Male  58            0             0          Yes       Private
## 4607 27507 Female  19            0             0           No       Private
## 4608 68209   Male  47            0             0          Yes      Govt_job
## 4609 42841   Male  59            0             0          Yes       Private
## 4610 51889 Female  40            0             0          Yes       Private
## 4611 72725 Female  26            0             0           No      Govt_job
## 4612 18605 Female  17            0             0           No  Never_worked
## 4613 23599 Female  30            0             0           No       Private
## 4614 45530 Female  19            0             0           No       Private
## 4615 56425 Female  78            0             0          Yes      Govt_job
## 4616 69972 Female  55            0             0          Yes       Private
## 4617  5774   Male  59            0             0          Yes       Private
## 4618 13307   Male  57            0             0          Yes      Govt_job
## 4619 72188   Male  33            0             0           No       Private
## 4620 60226 Female  35            0             0          Yes       Private
## 4621 34940   Male  32            0             0          Yes       Private
## 4622  4403 Female  55            0             0          Yes       Private
## 4623 33051   Male  28            0             0           No       Private
## 4624 37668   Male  25            0             0          Yes      Govt_job
## 4625 27276 Female  45            0             0          Yes       Private
## 4626 37808 Female  34            0             0           No      Govt_job
## 4627 21678   Male  33            0             0          Yes       Private
## 4628 40087   Male  65            0             0          Yes       Private
## 4629 38658 Female  62            0             0          Yes Self-employed
## 4630 30353   Male  36            0             0          Yes       Private
## 4631 28803   Male  31            0             0          Yes       Private
## 4632 10445   Male  54            0             0          Yes      Govt_job
## 4633 12812 Female  53            0             0          Yes       Private
## 4634 72289 Female  44            0             0          Yes       Private
## 4635 30433   Male  77            0             0          Yes       Private
## 4636 37640 Female  67            0             0          Yes      Govt_job
## 4637 54378 Female  48            0             0          Yes Self-employed
## 4638 34138   Male  42            0             0          Yes       Private
## 4639 72160   Male  72            1             1          Yes       Private
## 4640 44447   Male  49            0             0          Yes       Private
## 4641  5927 Female   5            0             0           No      children
## 4642 44233 Female  45            0             0          Yes      Govt_job
## 4643 56021 Female  63            1             0          Yes       Private
## 4644 65038 Female  33            0             0          Yes       Private
## 4645  3595   Male  32            0             0          Yes       Private
## 4646 25783 Female   5            0             0           No      children
## 4647 68268 Female  63            0             0          Yes Self-employed
## 4648  7564   Male  70            0             0          Yes       Private
## 4649 26723 Female  57            0             0          Yes       Private
## 4650  9995   Male   8            0             0           No      children
## 4651 68074   Male  54            0             0          Yes       Private
## 4652  8385   Male  37            0             0          Yes       Private
## 4653 21796   Male  59            0             0          Yes       Private
## 4654 53115 Female  78            0             0          Yes      Govt_job
## 4655 27623 Female  59            0             0          Yes       Private
## 4656 70823 Female  10            0             0           No      children
## 4657  5173   Male  21            0             0           No       Private
## 4658 21852   Male   2            0             0           No      children
## 4659 24711 Female  55            0             0          Yes      Govt_job
## 4660 21967 Female  20            0             0          Yes       Private
## 4661 36793 Female  38            1             0          Yes       Private
## 4662 37492 Female  33            0             0          Yes       Private
## 4663 45658   Male  14            0             0           No       Private
## 4664  6264   Male  32            0             0          Yes       Private
## 4665 37507 Female  32            0             0           No       Private
## 4666 50557 Female  68            0             0          Yes Self-employed
## 4667 21973   Male  70            0             0          Yes       Private
## 4668 53346 Female  24            0             0          Yes       Private
## 4669 41210   Male  44            0             0           No Self-employed
## 4670 29078   Male  39            0             0          Yes      Govt_job
## 4671 24873 Female  81            0             0          Yes       Private
## 4672 15387   Male  19            0             0           No       Private
## 4673 63880 Female  69            0             0          Yes Self-employed
## 4674 49833 Female  42            0             0          Yes      Govt_job
## 4675 43773   Male   8            0             0           No      children
## 4676 53095   Male   8            0             0           No      children
## 4677 56185 Female  28            0             0           No       Private
## 4678 57043 Female  66            0             0          Yes Self-employed
## 4679 55545 Female  66            0             0          Yes Self-employed
## 4680 60899 Female  47            0             0          Yes       Private
## 4681 16136 Female  78            0             0          Yes Self-employed
## 4682 11843 Female  65            0             0          Yes Self-employed
## 4683  3609   Male  78            0             0          Yes       Private
## 4684 29172 Female  68            0             0          Yes Self-employed
## 4685 49894 Female  78            1             1          Yes       Private
## 4686  6048 Female  65            0             0          Yes       Private
## 4687 16029 Female  70            0             0          Yes Self-employed
## 4688 63022 Female  59            0             0          Yes Self-employed
## 4689 40041   Male  31            0             0           No Self-employed
## 4690  6924 Female  32            0             0          Yes       Private
## 4691 22590   Male   5            0             0           No      children
## 4692 25878   Male  55            0             0          Yes Self-employed
## 4693 11169 Female  61            0             0          Yes       Private
## 4694 44355 Female  48            0             0          Yes       Private
## 4695 31113 Female   5            0             0           No      children
## 4696 46514 Female  50            0             0          Yes      Govt_job
## 4697 67466   Male  63            1             0          Yes       Private
## 4698  3612   Male  67            0             0          Yes       Private
## 4699 66590 Female  43            0             0          Yes Self-employed
## 4700 19611   Male  59            0             0          Yes       Private
## 4701 47216   Male  47            0             0          Yes       Private
## 4702 55591   Male  50            0             0          Yes       Private
## 4703 24381   Male  51            0             1          Yes Self-employed
## 4704  8037   Male  44            0             1           No      Govt_job
## 4705 23911 Female  39            0             0           No       Private
## 4706 31596 Female  24            0             0           No       Private
## 4707 44647   Male  62            0             0           No      Govt_job
## 4708 51486 Female  61            0             0          Yes       Private
## 4709 18263 Female  78            0             0          Yes Self-employed
## 4710 41930   Male  15            0             0           No       Private
## 4711 45922 Female  23            0             0           No       Private
## 4712 52934   Male  79            0             0          Yes Self-employed
## 4713 18020   Male  57            0             0          Yes       Private
## 4714  2044 Female  70            0             1          Yes Self-employed
## 4715 63467   Male   9            0             0           No      children
## 4716 38642   Male  55            0             0          Yes       Private
## 4717  5387 Female  82            0             0           No       Private
## 4718 68417 Female  19            0             0           No       Private
## 4719 22477   Male  41            0             0          Yes       Private
## 4720 23968 Female  79            0             0          Yes      Govt_job
## 4721  8111 Female  23            0             0           No       Private
## 4722 15282 Female  77            0             0          Yes       Private
## 4723 54395 Female  78            1             0          Yes Self-employed
## 4724 25408 Female  24            0             0          Yes Self-employed
## 4725 69284 Female  81            1             0          Yes Self-employed
## 4726 28348 Female  46            0             0          Yes       Private
## 4727 46015 Female  29            0             0           No       Private
## 4728 69047 Female  59            0             0          Yes      Govt_job
## 4729 39706   Male  41            0             0          Yes Self-employed
## 4730  9143 Female  17            0             0           No       Private
## 4731 64879 Female   8            0             0           No      children
## 4732 17130 Female  23            0             0           No       Private
## 4733 16420 Female  45            0             0          Yes       Private
## 4734  7529   Male  67            0             0          Yes       Private
## 4735 54022 Female  78            0             0          Yes Self-employed
## 4736 35660   Male  18            0             0           No       Private
## 4737 50605 Female  35            0             0          Yes       Private
## 4738 27803 Female  54            0             0          Yes      Govt_job
## 4739 68981 Female  71            1             0          Yes      Govt_job
## 4740 61505 Female  24            0             0           No       Private
## 4741 70677   Male  60            0             0          Yes       Private
## 4742 49620   Male  75            0             0          Yes       Private
## 4743  5319   Male  48            0             0          Yes       Private
## 4744 51100   Male  62            0             0          Yes      Govt_job
## 4745   163 Female  20            0             0           No       Private
## 4746 55140   Male  69            1             0           No       Private
## 4747 52882 Female  60            0             0          Yes      Govt_job
## 4748 54344 Female  12            0             0           No      children
## 4749  2550 Female  28            0             0          Yes      Govt_job
## 4750 58610 Female  55            0             0          Yes       Private
## 4751 16902 Female  70            0             1          Yes Self-employed
## 4752 60603 Female  51            0             0           No       Private
## 4753   808 Female  16            0             0           No       Private
## 4754 61881   Male  56            0             0           No Self-employed
## 4755 41600   Male  52            0             0          Yes       Private
## 4756 12786 Female  59            0             0          Yes       Private
## 4757 11935 Female   9            0             0           No      children
## 4758 44655 Female  34            0             0          Yes       Private
## 4759 48644 Female  47            0             0          Yes Self-employed
## 4760 41527   Male  46            0             0          Yes       Private
## 4761 50975   Male  49            0             0          Yes       Private
## 4762 49179   Male  10            0             0           No      children
## 4763 27509 Female  76            1             0          Yes Self-employed
## 4764 19191   Male  82            0             0          Yes       Private
## 4765 25149 Female   3            0             0           No      children
## 4766 42626 Female  76            1             0          Yes      Govt_job
## 4767  2578   Male  16            0             0           No      Govt_job
## 4768 55975 Female  44            0             0          Yes      Govt_job
## 4769 62182 Female  17            0             0           No       Private
## 4770 12037 Female  73            0             0          Yes Self-employed
## 4771 21963   Male  31            0             0          Yes       Private
## 4772 26250   Male  17            0             0           No Self-employed
## 4773 13960 Female  18            0             0           No  Never_worked
## 4774 56573   Male  73            0             0          Yes       Private
## 4775 10659 Female   8            0             0           No      children
## 4776 50763   Male  42            0             0          Yes      Govt_job
## 4777 62075 Female  40            0             0          Yes       Private
## 4778 10119   Male  79            0             0          Yes       Private
## 4779 48127   Male  53            0             0          Yes Self-employed
## 4780 65892 Female  58            0             0          Yes Self-employed
## 4781 33370 Female  48            0             0          Yes       Private
## 4782 59049 Female  17            0             0           No       Private
## 4783 53896 Female  23            0             0           No       Private
## 4784 21980   Male   9            0             0           No      children
## 4785 70497 Female  81            1             1          Yes       Private
## 4786 58652 Female  16            0             0           No  Never_worked
## 4787 30335   Male  21            0             0           No       Private
## 4788 26305   Male  29            0             0           No Self-employed
## 4789 31227   Male   8            0             0           No      children
## 4790  5581 Female  39            0             0          Yes       Private
## 4791  1989   Male  37            0             0          Yes       Private
## 4792 43803 Female  64            0             0          Yes       Private
## 4793 41395   Male   9            0             0           No      children
## 4794 71784   Male  17            0             0           No       Private
## 4795 57979   Male   8            0             0           No      children
## 4796 54437   Male  62            0             0          Yes Self-employed
## 4797 67159   Male  73            1             0           No      Govt_job
## 4798  7230   Male  48            0             0          Yes      Govt_job
## 4799 68306   Male  17            0             0           No       Private
## 4800 33087 Female  10            0             0           No      children
## 4801 40850 Female  74            0             0          Yes      Govt_job
## 4802 57612   Male  62            0             0          Yes       Private
## 4803 37029   Male   5            0             0           No      children
## 4804   338 Female  43            0             0          Yes       Private
## 4805  9565 Female  39            0             0           No       Private
## 4806  3623 Female  37            0             0          Yes Self-employed
## 4807 69723   Male  15            0             0           No       Private
## 4808 47662 Female  36            0             0           No Self-employed
## 4809 58495   Male  34            0             0          Yes       Private
## 4810 71222   Male  75            1             0          Yes       Private
## 4811 37865   Male  53            0             0          Yes       Private
## 4812 20185 Female  61            0             0          Yes Self-employed
## 4813 41875 Female  45            0             0          Yes       Private
## 4814 67602 Female  17            0             0           No       Private
## 4815 40387 Female  17            0             0           No       Private
## 4816 43208 Female  19            0             0           No       Private
## 4817 54324 Female  54            1             0           No      Govt_job
## 4818 51110 Female  51            0             0          Yes Self-employed
## 4819 36969 Female  44            0             0          Yes       Private
## 4820 48118 Female  82            0             0          Yes Self-employed
## 4821  4607 Female  49            0             0          Yes Self-employed
## 4822 62471 Female  34            0             0          Yes Self-employed
## 4823 43821 Female  63            1             0          Yes       Private
## 4824  7218 Female  79            0             0          Yes       Private
## 4825 23427 Female  81            0             0          Yes       Private
## 4826 66014 Female  14            0             0           No      children
## 4827 41652 Female  31            0             0           No       Private
## 4828 16605   Male  57            0             0          Yes       Private
## 4829 42091   Male  32            0             0          Yes      Govt_job
## 4830 66067   Male  66            0             0          Yes       Private
## 4831 50222 Female  22            0             0           No       Private
## 4832 41214 Female   5            0             0           No      children
## 4833 72386 Female  20            0             0           No       Private
## 4834 14918 Female  41            0             0          Yes       Private
## 4835 55457 Female  48            0             0          Yes       Private
## 4836 63323   Male  49            1             0          Yes Self-employed
## 4837 35446   Male  73            0             0          Yes      Govt_job
## 4838  8208   Male  19            0             0           No       Private
## 4839  5131 Female  51            0             0          Yes       Private
## 4840 68157   Male   5            0             0           No      children
## 4841  4795 Female  31            0             0           No       Private
## 4842  7581   Male   4            0             0           No      children
## 4843 47383   Male   5            0             0           No      children
## 4844 14036   Male  44            0             0          Yes       Private
## 4845 25942 Female   4            0             0           No      children
## 4846 24018   Male  55            0             0          Yes       Private
## 4847 27801 Female  34            0             0          Yes       Private
## 4848 52978 Female  30            0             0          Yes       Private
## 4849 15593 Female   7            0             0           No      children
## 4850 11098   Male  75            0             0          Yes      Govt_job
## 4851 12015   Male  14            0             0           No      children
## 4852 47348 Female  61            0             0          Yes       Private
## 4853 44155 Female  55            0             0          Yes      Govt_job
## 4854 62656 Female  14            0             0           No      children
## 4855  8838 Female  36            0             0           No       Private
## 4856 42563 Female  57            1             1          Yes       Private
## 4857 31254 Female  20            0             0           No       Private
## 4858 27922   Male  32            0             0          Yes       Private
## 4859  1696 Female  43            0             0          Yes       Private
## 4860 54162   Male  43            0             0          Yes       Private
## 4861 70396 Female   5            0             0           No      children
## 4862 65907 Female  49            0             0          Yes       Private
## 4863 49451 Female  53            0             0          Yes       Private
## 4864 68601 Female  18            0             0           No       Private
## 4865 13236 Female  13            0             0           No      children
## 4866 65998   Male   5            0             0           No      children
## 4867  5875 Female  37            0             0          Yes       Private
## 4868 47427   Male  49            0             0          Yes Self-employed
## 4869 29734 Female  45            0             0           No      Govt_job
## 4870 72715 Female  50            0             1          Yes       Private
## 4871 59847 Female  12            0             0           No      children
## 4872 59911   Male  12            0             0           No      children
## 4873 13583 Female   5            0             0           No      children
## 4874 22897   Male  39            0             0          Yes       Private
## 4875 11898 Female  41            0             0          Yes       Private
## 4876 14785 Female  41            0             0          Yes       Private
## 4877 45163 Female  47            0             0          Yes       Private
## 4878 57254 Female  57            0             0          Yes       Private
## 4879 30658   Male  16            0             0           No      children
## 4880 32617   Male   3            0             0           No      children
## 4881 65376 Female  65            0             0          Yes Self-employed
## 4882  1731 Female  80            0             0           No Self-employed
## 4883 38441 Female  58            0             0          Yes       Private
## 4884 22147 Female  74            0             0          Yes       Private
## 4885 50663 Female  62            0             0          Yes      Govt_job
## 4886 19165   Male  33            0             0          Yes       Private
## 4887 60562 Female  21            0             0           No       Private
## 4888 22013 Female  17            0             0           No       Private
## 4889 39936 Female  49            0             0          Yes       Private
## 4890  6517 Female  24            0             0          Yes      Govt_job
## 4891 62576 Female  56            0             0          Yes       Private
## 4892 18636 Female  26            0             0          Yes      Govt_job
## 4893 24299   Male  54            1             0          Yes Self-employed
## 4894 40826 Female  42            0             0           No       Private
## 4895 53323 Female  34            0             0           No      Govt_job
## 4896 28717 Female  56            1             0          Yes       Private
## 4897 53028 Female  39            0             0          Yes       Private
## 4898 57757 Female  77            0             0          Yes Self-employed
## 4899 54795 Female  12            0             0           No      children
## 4900 70267   Male  65            0             0          Yes       Private
## 4901 34084   Male   7            0             0           No      children
## 4902 20258   Male  25            0             0           No       Private
## 4903 65333 Female  31            0             0          Yes       Private
## 4904 56629 Female  14            0             0           No       Private
## 4905 22417 Female   5            0             0           No      children
## 4906 49925 Female  60            0             0          Yes       Private
## 4907 72696 Female  53            0             0          Yes       Private
## 4908 39708   Male  55            0             0          Yes       Private
## 4909 60426 Female  69            0             0          Yes Self-employed
## 4910 70540 Female  39            0             0          Yes       Private
## 4911 37622 Female   5            0             0           No      children
## 4912 44813 Female  34            0             0           No       Private
## 4913 47153 Female  80            0             0          Yes       Private
## 4914  8175   Male  20            0             0           No       Private
## 4915 61528 Female  45            0             0          Yes      Govt_job
## 4916 38771 Female  41            0             0           No      Govt_job
## 4917 31189   Male  54            0             0          Yes      Govt_job
## 4918 27804   Male  23            0             0           No       Private
## 4919 41842   Male  75            0             0          Yes      Govt_job
## 4920 11962   Male  36            0             0          Yes       Private
## 4921 45404 Female  75            0             0          Yes       Private
## 4922  4062   Male  72            0             1          Yes       Private
## 4923 63650 Female  47            0             0          Yes      Govt_job
## 4924 72186 Female  15            0             0           No       Private
## 4925 40240   Male  40            1             0          Yes Self-employed
## 4926 25931 Female  71            0             0          Yes Self-employed
## 4927 21292   Male  38            0             0          Yes       Private
## 4928 25391 Female  10            0             0           No      children
## 4929 65469   Male  11            0             0           No      children
## 4930 29487   Male   5            0             0           No      children
## 4931 63575   Male   9            0             0           No      children
## 4932 30457 Female  53            1             0          Yes      Govt_job
## 4933  5951   Male  28            1             0           No       Private
## 4934  8690 Female  81            0             0          Yes       Private
## 4935 32147   Male   5            0             0           No      children
## 4936 47691   Male  16            0             0           No       Private
## 4937 25982   Male  24            0             0           No       Private
## 4938 70058 Female  62            1             0          Yes Self-employed
## 4939 61868 Female  62            0             0          Yes       Private
## 4940 46086 Female  59            0             0          Yes       Private
## 4941 68596 Female  19            0             0           No       Private
## 4942 10281 Female  51            1             0          Yes Self-employed
## 4943 31409   Male  38            0             0          Yes       Private
## 4944 54067 Female  26            0             0           No       Private
## 4945  9731   Male  13            0             0           No      children
## 4946 24009   Male   4            0             0           No      children
## 4947 61694   Male  55            0             0          Yes Self-employed
## 4948  7453 Female  44            0             0          Yes       Private
## 4949 66405 Female  31            0             0          Yes       Private
## 4950  2138   Male  58            0             0          Yes      Govt_job
## 4951 66650 Female  17            0             0           No       Private
## 4952 59945 Female  23            0             0           No       Private
## 4953 16245   Male  51            1             0          Yes Self-employed
## 4954 68094 Female  46            0             0          Yes       Private
## 4955 64661 Female  81            0             0           No Self-employed
## 4956 61376   Male  38            0             0          Yes       Private
## 4957 47236 Female  50            0             0          Yes       Private
## 4958   875 Female  34            0             0           No       Private
## 4959 63986   Male  60            0             0          Yes       Private
## 4960 55410 Female  50            0             0          Yes Self-employed
## 4961 63287 Female  49            0             0          Yes       Private
## 4962  3720 Female   2            0             0           No      children
## 4963 20274   Male  47            0             0          Yes       Private
## 4964 50338 Female  34            0             0          Yes       Private
## 4965 58209 Female  22            0             0           No       Private
## 4966 20634 Female  11            0             0           No      children
## 4967  3251   Male  54            0             0          Yes       Private
## 4968 12677 Female  60            0             0          Yes       Private
## 4969 45160   Male   3            0             0           No      children
## 4970 67940 Female  46            0             0          Yes      Govt_job
## 4971  8145   Male  30            0             0           No       Private
## 4972 39393 Female  63            0             0          Yes       Private
## 4973 57710 Female  50            0             0          Yes       Private
## 4974 12487   Male  65            0             0          Yes       Private
## 4975 16513   Male  78            0             0          Yes       Private
## 4976 42297 Female  36            0             0          Yes       Private
## 4977 63656 Female  18            0             0           No       Private
## 4978 56233 Female  44            0             0           No       Private
## 4979 22591 Female   4            0             0           No      children
## 4980 23757 Female  60            0             0           No       Private
## 4981 19601 Female  19            0             0           No       Private
## 4982 61801   Male  15            0             0           No       Private
## 4983   949   Male  20            0             0           No       Private
## 4984 10995   Male  76            1             0          Yes       Private
## 4985  1503   Male  31            0             0           No       Private
## 4986 37431 Female  39            0             0          Yes      Govt_job
## 4987 53697   Male  58            0             1          Yes       Private
## 4988 67012   Male  64            1             0          Yes       Private
## 4989 30525 Female  79            0             0          Yes      Govt_job
## 4990 25860 Female  11            0             0           No      children
## 4991 21743   Male   4            0             0           No      children
## 4992 25833 Female  43            0             0          Yes       Private
## 4993 64652 Female  44            0             0          Yes       Private
## 4994 45710 Female  37            0             0          Yes      Govt_job
## 4995 27853 Female  34            0             0          Yes Self-employed
## 4996  5964 Female  59            0             0          Yes       Private
## 4997  6976 Female  40            0             0          Yes       Private
## 4998 11145 Female   8            0             0           No      children
## 4999 39229 Female  24            0             0          Yes       Private
## 5000 14189   Male  18            0             0           No       Private
## 5001 49929   Male  20            0             0           No       Private
## 5002 56328 Female  70            0             0          Yes       Private
## 5003 26742 Female  68            0             0          Yes      Govt_job
## 5004 63158   Male  17            0             0           No       Private
## 5005 27435 Female  17            0             0           No       Private
## 5006 10829 Female  21            0             0           No       Private
## 5007 70593 Female  38            0             0          Yes       Private
## 5008 42647 Female  59            0             0          Yes      Govt_job
## 5009 48109 Female  79            0             1          Yes       Private
## 5010 40732 Female  50            0             0          Yes Self-employed
## 5011 58635 Female  72            0             0          Yes Self-employed
## 5012   844 Female  54            0             0          Yes       Private
## 5013 14688 Female  44            0             0          Yes       Private
## 5014 23026 Female  48            0             0          Yes       Private
## 5015 30463   Male  29            0             0           No       Private
## 5016 50140 Female  44            0             0          Yes      Govt_job
## 5017 36837 Female  61            0             0          Yes Self-employed
## 5018 57333 Female  58            0             0          Yes      Govt_job
## 5019 19826 Female  81            0             0          Yes Self-employed
## 5020 37713   Male  29            0             0          Yes       Private
## 5021  6278   Male   5            0             0           No      children
## 5022 15517 Female  35            0             0          Yes       Private
## 5023 25326 Female  40            0             0           No       Private
## 5024 57034 Female  37            0             0           No       Private
## 5025 70718   Male  33            0             0          Yes       Private
## 5026 47461 Female  35            0             0          Yes       Private
## 5027 50091 Female  38            0             0           No      Govt_job
## 5028 62416 Female  26            0             0          Yes       Private
## 5029  5288   Male  10            0             0           No      children
## 5030 66951 Female  72            0             0          Yes       Private
## 5031 28335   Male  21            0             0          Yes       Private
## 5032 67465 Female  20            0             0           No       Private
## 5033 67426 Female   5            0             0           No      children
## 5034 19508 Female  26            0             0           No       Private
## 5035 65405 Female  79            0             0           No       Private
## 5036 49773 Female  78            0             0          Yes       Private
## 5037 57159   Male  56            0             0          Yes Self-employed
## 5038 69710 Female  46            0             0           No Self-employed
## 5039 58834   Male  55            0             0          Yes      Govt_job
## 5040 42007   Male  41            0             0           No       Private
## 5041  5121   Male  30            0             0          Yes       Private
## 5042 44878   Male  53            0             0          Yes       Private
## 5043 40220   Male  32            0             0           No       Private
## 5044 19692   Male  38            0             0           No       Private
## 5045 27616   Male  33            0             0          Yes      Govt_job
## 5046 19801 Female  44            0             0          Yes       Private
## 5047 21467   Male  44            0             0          Yes       Private
## 5048 25102 Female  51            0             0          Yes      Govt_job
## 5049 28788   Male  40            0             0          Yes       Private
## 5050 29028 Female  41            0             0          Yes       Private
## 5051 15581   Male   5            0             0           No      children
## 5052 16738 Female  42            0             0          Yes       Private
## 5053 31836 Female   6            0             0           No      children
## 5054 43496 Female  46            0             0          Yes      Govt_job
## 5055 52677 Female  47            0             0          Yes       Private
## 5056 11630 Female  25            0             0           No       Private
## 5057 53478 Female  40            0             0          Yes       Private
## 5058 38349 Female  49            0             0          Yes      Govt_job
## 5059 48425   Male  21            0             0           No       Private
## 5060 64420 Female  61            0             0          Yes      Govt_job
## 5061 60271   Male  78            0             0          Yes       Private
## 5062 38009   Male  41            0             0          Yes       Private
## 5063 11184 Female  82            0             0          Yes Self-employed
## 5064 68967   Male  39            0             0          Yes       Private
## 5065 66684   Male  70            0             0          Yes Self-employed
## 5066  7789 Female  31            0             0          Yes       Private
## 5067 40112 Female  37            0             0           No       Private
## 5068 65814   Male  21            0             0           No       Private
## 5069 49598   Male  80            0             0          Yes Self-employed
## 5070 15599 Female  21            0             0           No       Private
## 5071 62425 Female   5            0             0           No      children
## 5072 52652   Male  81            0             0          Yes       Private
## 5073 71957 Female  35            0             0          Yes       Private
## 5074 17231 Female  24            0             0           No       Private
## 5075 30379 Female  52            0             0          Yes      Govt_job
## 5076 63997   Male  70            0             0          Yes       Private
## 5077 39935 Female  34            0             0          Yes       Private
## 5078  8203   Male  17            0             0           No       Private
## 5079 27446 Female   8            0             0           No      children
## 5080 42709   Male   5            0             0           No      children
## 5081 22691 Female  29            0             0          Yes Self-employed
## 5082 37680   Male  55            0             0          Yes      Govt_job
## 5083 24552 Female  44            0             0          Yes       Private
## 5084 72914 Female  19            0             0           No       Private
## 5085 29540   Male  67            0             0          Yes       Private
## 5086 53525 Female  72            0             0          Yes       Private
## 5087 65411 Female  51            0             0          Yes       Private
## 5088 26214 Female  63            0             0          Yes Self-employed
## 5089 22190 Female  64            1             0          Yes Self-employed
## 5090 56714 Female   5            0             0           No      children
## 5091  4211   Male  26            0             0           No      Govt_job
## 5092  6369   Male  59            1             0          Yes       Private
## 5093 56799   Male  76            0             0          Yes      Govt_job
## 5094 32235 Female  45            1             0          Yes      Govt_job
## 5095 28048   Male  13            0             0           No      children
## 5096 68598   Male   5            0             0           No      children
## 5097 41512   Male  57            0             0          Yes      Govt_job
## 5098 64520   Male  68            0             0          Yes Self-employed
## 5099   579   Male   9            0             0           No      children
## 5100  7293   Male  40            0             0          Yes       Private
## 5101 68398   Male  82            1             0          Yes Self-employed
## 5102 36901 Female  45            0             0          Yes       Private
## 5103 45010 Female  57            0             0          Yes       Private
## 5104 22127 Female  18            0             0           No       Private
## 5105 14180 Female  13            0             0           No      children
## 5106 18234 Female  80            1             0          Yes       Private
## 5107 44873 Female  81            0             0          Yes Self-employed
## 5108 19723 Female  35            0             0          Yes Self-employed
## 5109 37544   Male  51            0             0          Yes       Private
## 5110 44679 Female  44            0             0          Yes      Govt_job
##      Residence_type avg_glucose_level  bmi  smoking_status stroke
## 1             Urban            228.69 36.6 formerly smoked      1
## 2             Rural            202.21   NA    never smoked      1
## 3             Rural            105.92 32.5    never smoked      1
## 4             Urban            171.23 34.4          smokes      1
## 5             Rural            174.12 24.0    never smoked      1
## 6             Urban            186.21 29.0 formerly smoked      1
## 7             Rural             70.09 27.4    never smoked      1
## 8             Urban             94.39 22.8    never smoked      1
## 9             Rural             76.15   NA         Unknown      1
## 10            Urban             58.57 24.2         Unknown      1
## 11            Rural             80.43 29.7    never smoked      1
## 12            Rural            120.46 36.8          smokes      1
## 13            Urban            104.51 27.3          smokes      1
## 14            Urban            219.84   NA         Unknown      1
## 15            Urban            214.09 28.2    never smoked      1
## 16            Rural            167.41 30.9    never smoked      1
## 17            Urban            191.61 37.5          smokes      1
## 18            Urban            221.29 25.8          smokes      1
## 19            Urban             89.22 37.8    never smoked      1
## 20            Urban            217.08   NA         Unknown      1
## 21            Rural            193.94 22.4          smokes      1
## 22            Urban            233.29 48.9    never smoked      1
## 23            Urban            228.70 26.6    never smoked      1
## 24            Rural            208.30 32.5         Unknown      1
## 25            Urban            102.87 27.2 formerly smoked      1
## 26            Rural            104.12 23.5    never smoked      1
## 27            Rural            100.98 28.2 formerly smoked      1
## 28            Rural            189.84   NA         Unknown      1
## 29            Urban            195.23 28.3          smokes      1
## 30            Rural            211.78   NA formerly smoked      1
## 31            Urban            212.08 44.2          smokes      1
## 32            Rural             83.41 25.4         Unknown      1
## 33            Urban            196.92 22.2    never smoked      1
## 34            Urban            252.72 30.5 formerly smoked      1
## 35            Urban             84.20 29.7    never smoked      1
## 36            Rural             84.03 26.5 formerly smoked      1
## 37            Rural            219.72 33.7 formerly smoked      1
## 38            Rural             74.63 23.1 formerly smoked      1
## 39            Rural             92.62 32.0         Unknown      1
## 40            Urban             60.91 29.9    never smoked      1
## 41            Rural             78.03 23.9 formerly smoked      1
## 42            Urban             71.22 28.5    never smoked      1
## 43            Urban            144.90 26.4          smokes      1
## 44            Urban             90.90   NA formerly smoked      1
## 45            Urban            213.03 20.2          smokes      1
## 46            Rural            243.58 33.6    never smoked      1
## 47            Urban            109.78   NA         Unknown      1
## 48            Urban            107.26 38.6 formerly smoked      1
## 49            Urban             99.33 33.7    never smoked      1
## 50            Rural             58.09 39.2          smokes      1
## 51            Urban             89.96   NA         Unknown      1
## 52            Urban             75.32   NA formerly smoked      1
## 53            Rural            127.29 27.7    never smoked      1
## 54            Urban            124.13 31.4    never smoked      1
## 55            Urban            197.54   NA    never smoked      1
## 56            Rural            196.71 36.5 formerly smoked      1
## 57            Rural             59.32 33.2    never smoked      1
## 58            Urban            237.75   NA formerly smoked      1
## 59            Urban            194.99 32.8    never smoked      1
## 60            Urban            180.93 27.7    never smoked      1
## 61            Urban            185.17 40.4 formerly smoked      1
## 62            Rural             74.90 22.2    never smoked      1
## 63            Rural             61.94 25.3          smokes      1
## 64            Rural             93.72 30.2 formerly smoked      1
## 65            Urban            104.72   NA         Unknown      1
## 66            Urban            113.01 24.0    never smoked      1
## 67            Urban            221.58 47.5    never smoked      1
## 68            Urban            104.47 20.3         Unknown      1
## 69            Urban             86.23 30.0 formerly smoked      1
## 70            Rural             72.67 28.9    never smoked      1
## 71            Rural             62.57   NA formerly smoked      1
## 72            Rural            179.12 28.1 formerly smoked      1
## 73            Rural            116.55 31.1 formerly smoked      1
## 74            Rural            228.56 27.4    never smoked      1
## 75            Rural             96.59 26.4    never smoked      1
## 76            Rural             66.72 21.7 formerly smoked      1
## 77            Urban            240.09 27.0    never smoked      1
## 78            Urban            110.85 24.1 formerly smoked      1
## 79            Urban            165.31   NA    never smoked      1
## 80            Urban            143.43 45.9         Unknown      1
## 81            Rural             96.16 44.1         Unknown      1
## 82            Urban            101.45   NA         Unknown      1
## 83            Rural             88.92 22.9    never smoked      1
## 84            Urban             79.79 29.7    never smoked      1
## 85            Urban             71.20   NA         Unknown      1
## 86            Rural             96.97 29.1          smokes      1
## 87            Rural            111.81 27.3          smokes      1
## 88            Rural             59.35 32.3 formerly smoked      1
## 89            Urban             86.94 41.1 formerly smoked      1
## 90            Urban             98.55 25.6         Unknown      1
## 91            Urban            226.98 29.8    never smoked      1
## 92            Urban             72.81 26.3    never smoked      1
## 93            Urban             68.02 37.5    never smoked      1
## 94            Urban             68.56 26.2         Unknown      1
## 95            Rural             64.14 29.4    never smoked      1
## 96            Rural            235.63 32.3    never smoked      1
## 97            Rural             76.34 24.4 formerly smoked      1
## 98            Rural            240.59 31.4          smokes      1
## 99            Urban             78.92 27.7 formerly smoked      1
## 100           Urban             82.81 28.0    never smoked      1
## 101           Urban             74.10 28.8         Unknown      1
## 102           Rural            190.32 31.4    never smoked      1
## 103           Rural            231.61 34.6 formerly smoked      1
## 104           Rural             78.70 19.4         Unknown      1
## 105           Urban            110.52 28.5         Unknown      1
## 106           Urban             82.30   NA          smokes      1
## 107           Rural             73.18 30.3 formerly smoked      1
## 108           Rural            191.82 40.4          smokes      1
## 109           Rural             93.05 24.2    never smoked      1
## 110           Urban             64.17 41.5    never smoked      1
## 111           Rural            129.98 22.6 formerly smoked      1
## 112           Urban             68.53 24.2          smokes      1
## 113           Urban            106.41   NA formerly smoked      1
## 114           Rural            224.10 56.6    never smoked      1
## 115           Urban             82.10 27.1         Unknown      1
## 116           Rural            216.94 30.9    never smoked      1
## 117           Rural             76.11 27.3          smokes      1
## 118           Urban             72.96 31.3          smokes      1
## 119           Urban             82.28 24.0 formerly smoked      1
## 120           Urban            105.22 31.0    never smoked      1
## 121           Rural             59.86 28.0 formerly smoked      1
## 122           Urban             62.55 30.3         Unknown      1
## 123           Rural            259.63 31.7          smokes      1
## 124           Rural            249.31 35.8    never smoked      1
## 125           Urban            219.91   NA         Unknown      1
## 126           Urban            131.41 28.4    never smoked      1
## 127           Urban             93.13   NA formerly smoked      1
## 128           Urban             73.54 24.0         Unknown      1
## 129           Urban            200.59 29.0 formerly smoked      1
## 130           Urban             62.48   NA         Unknown      1
## 131           Rural            190.14 36.5    never smoked      1
## 132           Urban            130.54 20.1    never smoked      1
## 133           Rural            182.99 36.5    never smoked      1
## 134           Rural            101.45   NA formerly smoked      1
## 135           Rural            206.09 26.7    never smoked      1
## 136           Urban            263.32 38.7    never smoked      1
## 137           Urban            140.10 29.9 formerly smoked      1
## 138           Urban            207.28 34.9         Unknown      1
## 139           Rural            194.37 27.0 formerly smoked      1
## 140           Rural            199.20 26.6         Unknown      1
## 141           Rural            103.68 25.0    never smoked      1
## 142           Rural            116.44 23.8          smokes      1
## 143           Urban             70.28 21.8    never smoked      1
## 144           Urban             72.17 36.8    never smoked      1
## 145           Urban            221.79 30.0    never smoked      1
## 146           Urban            151.16 27.5 formerly smoked      1
## 147           Urban             68.43   NA formerly smoked      1
## 148           Urban             67.29 24.6    never smoked      1
## 149           Rural             67.41 32.9    never smoked      1
## 150           Rural            239.07 26.1    never smoked      1
## 151           Rural            169.67   NA         Unknown      1
## 152           Urban            223.83 31.9 formerly smoked      1
## 153           Urban             76.57 34.1    never smoked      1
## 154           Urban             77.82 27.5          smokes      1
## 155           Rural             92.98 25.6    never smoked      1
## 156           Rural            231.56 36.9    never smoked      1
## 157           Rural            102.16 31.4          smokes      1
## 158           Urban            221.89 37.3          smokes      1
## 159           Urban            195.71 34.1 formerly smoked      1
## 160           Rural             74.02 25.0    never smoked      1
## 161           Urban             57.92   NA formerly smoked      1
## 162           Urban             81.76   NA          smokes      1
## 163           Urban             70.37   NA         Unknown      1
## 164           Urban            203.87 45.7    never smoked      1
## 165           Urban             89.13 34.2 formerly smoked      1
## 166           Urban            133.19 23.6 formerly smoked      1
## 167           Rural            162.23 27.3         Unknown      1
## 168           Rural             75.02   NA    never smoked      1
## 169           Urban             98.02 22.3 formerly smoked      1
## 170           Rural             91.54 31.4    never smoked      1
## 171           Rural            111.98   NA formerly smoked      1
## 172           Rural             60.94   NA    never smoked      1
## 173           Urban             97.43 26.4          smokes      1
## 174           Rural             91.02 32.9 formerly smoked      1
## 175           Rural             60.67   NA formerly smoked      1
## 176           Rural            185.49 37.1    never smoked      1
## 177           Urban             64.44 45.0    never smoked      1
## 178           Rural             56.11 25.5 formerly smoked      1
## 179           Urban            110.66   NA         Unknown      1
## 180           Urban            213.22 26.1         Unknown      1
## 181           Urban             78.18 30.8    never smoked      1
## 182           Urban            111.04 32.0 formerly smoked      1
## 183           Rural             76.13 29.9          smokes      1
## 184           Urban             81.32   NA         Unknown      1
## 185           Urban            112.24 37.4          smokes      1
## 186           Rural            137.30 31.7 formerly smoked      1
## 187           Urban            116.69 34.5 formerly smoked      1
## 188           Urban            215.94 27.9 formerly smoked      1
## 189           Rural             86.62 29.5 formerly smoked      1
## 190           Urban            209.86   NA         Unknown      1
## 191           Urban            205.77 46.0 formerly smoked      1
## 192           Urban            112.16 42.5 formerly smoked      1
## 193           Rural            118.03 35.5          smokes      1
## 194           Rural            271.74 31.1          smokes      1
## 195           Rural             97.92 26.9          smokes      1
## 196           Urban            200.62 35.8 formerly smoked      1
## 197           Rural            242.52 45.5 formerly smoked      1
## 198           Rural             93.81 28.5         Unknown      1
## 199           Rural            114.77   NA formerly smoked      1
## 200           Urban             74.96 26.6    never smoked      1
## 201           Urban            167.13   NA         Unknown      1
## 202           Urban            175.29 31.5 formerly smoked      1
## 203           Rural             90.00 32.0    never smoked      1
## 204           Rural            109.47 30.8    never smoked      1
## 205           Rural             87.85 31.1          smokes      1
## 206           Urban            106.74 33.0 formerly smoked      1
## 207           Rural             80.13 23.4    never smoked      1
## 208           Urban             90.19 26.9    never smoked      1
## 209           Rural            134.80 33.6         Unknown      1
## 210           Rural            106.58 23.9         Unknown      1
## 211           Urban             83.24 26.3    never smoked      1
## 212           Rural            103.43 27.3 formerly smoked      1
## 213           Urban            208.65 30.7    never smoked      1
## 214           Urban             74.11 20.5    never smoked      1
## 215           Urban             95.84 21.5    never smoked      1
## 216           Urban            205.33 31.0          smokes      1
## 217           Urban            116.10 27.1    never smoked      1
## 218           Urban            210.40 40.0          smokes      1
## 219           Urban            199.86   NA          smokes      1
## 220           Rural            219.73 28.6    never smoked      1
## 221           Urban            250.89 28.1          smokes      1
## 222           Rural             72.73 28.4    never smoked      1
## 223           Rural            205.35 42.2 formerly smoked      1
## 224           Urban             70.30 25.8          smokes      1
## 225           Rural            104.86 31.9          smokes      1
## 226           Urban            216.58 31.0         Unknown      1
## 227           Rural            184.40 27.5    never smoked      1
## 228           Rural             60.98   NA    never smoked      1
## 229           Urban             97.76 29.6          smokes      1
## 230           Urban             66.03 35.4    never smoked      1
## 231           Rural             81.95 16.9    never smoked      1
## 232           Urban             97.73 21.5          smokes      1
## 233           Urban             70.94 34.4    never smoked      1
## 234           Urban            199.84 28.0 formerly smoked      1
## 235           Urban            218.46 26.8         Unknown      1
## 236           Rural            211.06 39.3         Unknown      1
## 237           Urban             86.30 31.7         Unknown      1
## 238           Rural            162.14 32.6 formerly smoked      1
## 239           Urban             88.20 28.4    never smoked      1
## 240           Urban             91.92 35.9          smokes      1
## 241           Rural             76.46 21.2 formerly smoked      1
## 242           Rural            197.28 34.5 formerly smoked      1
## 243           Rural            233.94 42.4    never smoked      1
## 244           Urban            247.51 40.5 formerly smoked      1
## 245           Rural             84.96 36.7         Unknown      1
## 246           Rural             57.93 30.9         Unknown      1
## 247           Rural             78.80 29.3 formerly smoked      1
## 248           Rural             87.80   NA         Unknown      1
## 249           Rural             78.81 19.6         Unknown      1
## 250           Rural             95.12 18.0         Unknown      0
## 251           Urban             87.96 39.2    never smoked      0
## 252           Urban            110.89 17.6         Unknown      0
## 253           Rural             69.04 35.9 formerly smoked      0
## 254           Rural            161.28 19.1         Unknown      0
## 255           Urban            210.95 50.1         Unknown      0
## 256           Urban             77.59 17.7 formerly smoked      0
## 257           Rural            243.53 27.0    never smoked      0
## 258           Rural             77.67 32.3          smokes      0
## 259           Urban            205.84 54.6    never smoked      0
## 260           Urban             77.08 35.0         Unknown      0
## 261           Urban             57.08 22.0 formerly smoked      0
## 262           Rural            162.96 39.4    never smoked      0
## 263           Rural             73.50 26.1 formerly smoked      0
## 264           Rural             95.04 42.4    never smoked      0
## 265           Rural             85.37 33.0    never smoked      0
## 266           Urban             84.62 19.7          smokes      0
## 267           Rural             82.67 22.5    never smoked      0
## 268           Urban             57.33 24.6          smokes      0
## 269           Urban             67.84 25.2          smokes      0
## 270           Rural             75.70 41.8         Unknown      0
## 271           Rural            129.54 60.9          smokes      0
## 272           Rural             60.22 31.5          smokes      0
## 273           Urban            198.21 27.3 formerly smoked      0
## 274           Urban            109.82 23.7    never smoked      0
## 275           Urban             60.84 24.5    never smoked      0
## 276           Rural             94.61 28.4          smokes      0
## 277           Rural             97.49 26.9    never smoked      0
## 278           Rural            206.72 26.7    never smoked      0
## 279           Rural            214.45 31.2    never smoked      0
## 280           Urban             82.90 25.0         Unknown      0
## 281           Urban            103.26 25.4         Unknown      0
## 282           Urban             55.78 27.5          smokes      0
## 283           Urban             73.74 16.0         Unknown      0
## 284           Urban            149.75 27.0         Unknown      0
## 285           Urban             82.34 31.6         Unknown      0
## 286           Rural             62.60 25.1 formerly smoked      0
## 287           Urban             94.09 30.9    never smoked      0
## 288           Urban             55.42 24.8         Unknown      0
## 289           Urban             82.18 23.4         Unknown      0
## 290           Urban            117.92 29.4          smokes      0
## 291           Urban            114.84 18.3         Unknown      0
## 292           Rural             79.17 20.0         Unknown      0
## 293           Rural            110.63 19.5         Unknown      0
## 294           Urban            190.70 36.0 formerly smoked      0
## 295           Rural             79.81 27.7         Unknown      0
## 296           Urban            113.63 27.5          smokes      0
## 297           Rural            141.24 28.5    never smoked      0
## 298           Rural             56.96 26.8          smokes      0
## 299           Rural            203.04 33.6    never smoked      0
## 300           Rural             94.30 29.1         Unknown      0
## 301           Urban             81.51 28.5         Unknown      0
## 302           Urban            137.74 34.9 formerly smoked      0
## 303           Rural             81.84 25.1    never smoked      0
## 304           Rural            242.30 35.3          smokes      0
## 305           Rural            102.64 26.4          smokes      0
## 306           Urban            146.01 31.5          smokes      0
## 307           Urban             75.42 40.1         Unknown      0
## 308           Urban            220.49 43.1         Unknown      0
## 309           Urban             61.45 36.7          smokes      0
## 310           Rural             88.19 29.3 formerly smoked      0
## 311           Rural            115.22 21.2         Unknown      0
## 312           Urban             97.93 31.2         Unknown      0
## 313           Rural             85.60 21.4         Unknown      0
## 314           Rural             79.83 27.9          smokes      0
## 315           Urban            218.46 34.3    never smoked      0
## 316           Rural             62.20 31.0 formerly smoked      0
## 317           Urban             69.15 27.7 formerly smoked      0
## 318           Rural            127.71 36.0    never smoked      0
## 319           Rural            216.70 38.7 formerly smoked      0
## 320           Urban             71.89 27.6    never smoked      0
## 321           Rural            103.56 25.1         Unknown      0
## 322           Rural             79.03 16.5         Unknown      0
## 323           Urban             69.94 22.8         Unknown      0
## 324           Rural             90.12 35.4         Unknown      0
## 325           Urban             95.10 24.3 formerly smoked      0
## 326           Rural            234.58 34.3 formerly smoked      0
## 327           Rural            235.85 40.1    never smoked      0
## 328           Rural             78.05 25.7         Unknown      0
## 329           Rural             89.44 21.9          smokes      0
## 330           Rural            111.38 38.4          smokes      0
## 331           Urban            243.50 26.1    never smoked      0
## 332           Urban            182.20 30.5 formerly smoked      0
## 333           Urban            229.92 25.9          smokes      0
## 334           Urban             82.24 54.7 formerly smoked      0
## 335           Rural             89.84 29.9         Unknown      0
## 336           Rural             90.69 18.6         Unknown      0
## 337           Urban             84.38 27.1         Unknown      0
## 338           Urban            215.60 24.9    never smoked      0
## 339           Rural             91.61 25.2    never smoked      0
## 340           Rural            138.16 19.4    never smoked      0
## 341           Urban             75.23 29.0    never smoked      0
## 342           Rural             75.18 48.2 formerly smoked      0
## 343           Urban            106.23   NA formerly smoked      0
## 344           Urban            239.64 34.6 formerly smoked      0
## 345           Urban             58.95 24.6    never smoked      0
## 346           Urban             99.92 25.8    never smoked      0
## 347           Rural            116.23 26.1    never smoked      0
## 348           Urban            118.82 29.0 formerly smoked      0
## 349           Rural             66.30 27.2    never smoked      0
## 350           Urban            101.41 20.7          smokes      0
## 351           Urban            200.28 30.0 formerly smoked      0
## 352           Urban            136.80 37.3    never smoked      0
## 353           Rural             96.57 34.1    never smoked      0
## 354           Rural             66.42 23.6    never smoked      0
## 355           Urban             98.09 25.2          smokes      0
## 356           Rural            205.23 39.5    never smoked      0
## 357           Urban             86.78 23.5          smokes      0
## 358           Rural            126.82 23.3    never smoked      0
## 359           Urban             78.40 64.8    never smoked      0
## 360           Urban             63.69 28.1          smokes      0
## 361           Urban            209.58   NA    never smoked      0
## 362           Rural             89.86 24.4    never smoked      0
## 363           Rural            110.99 29.8 formerly smoked      0
## 364           Urban             83.82 24.9         Unknown      0
## 365           Urban            137.96 35.1         Unknown      0
## 366           Rural            210.78 32.3 formerly smoked      0
## 367           Rural            118.89 43.6    never smoked      0
## 368           Rural             72.55 21.0    never smoked      0
## 369           Rural            107.41 47.3    never smoked      0
## 370           Rural             93.25 16.6         Unknown      0
## 371           Rural             74.91 37.5    never smoked      0
## 372           Urban             80.05 24.2    never smoked      0
## 373           Urban             99.80 31.6    never smoked      0
## 374           Rural             91.97 21.6 formerly smoked      0
## 375           Rural             64.40 31.0          smokes      0
## 376           Rural             73.02 31.1    never smoked      0
## 377           Rural             88.11 15.5         Unknown      0
## 378           Urban            138.29 27.3         Unknown      0
## 379           Rural             72.36 20.5         Unknown      0
## 380           Rural             68.76 35.6 formerly smoked      0
## 381           Rural            106.22 16.7         Unknown      0
## 382           Urban            101.52 41.8    never smoked      0
## 383           Rural            109.51 41.9    never smoked      0
## 384           Rural             85.84 16.4         Unknown      0
## 385           Rural            110.15 17.1         Unknown      0
## 386           Urban             91.72 29.2    never smoked      0
## 387           Urban            251.60 27.1    never smoked      0
## 388           Urban            123.10 37.9    never smoked      0
## 389           Rural             97.40 44.6 formerly smoked      0
## 390           Rural             68.34 22.8 formerly smoked      0
## 391           Urban             80.81 33.2    never smoked      0
## 392           Rural            120.31 22.3          smokes      0
## 393           Rural             83.51 26.4    never smoked      0
## 394           Urban             74.09 39.6    never smoked      0
## 395           Urban             91.60 28.1    never smoked      0
## 396           Urban             87.52 39.2    never smoked      0
## 397           Rural            213.37 36.0    never smoked      0
## 398           Rural             75.39 37.8    never smoked      0
## 399           Rural            122.41 40.3          smokes      0
## 400           Rural            223.36 41.5 formerly smoked      0
## 401           Rural             84.59 17.7         Unknown      0
## 402           Urban             70.16 21.2    never smoked      0
## 403           Rural            107.52 41.6         Unknown      0
## 404           Urban             80.88 23.8          smokes      0
## 405           Rural             93.48 23.7         Unknown      0
## 406           Urban             70.21 24.8    never smoked      0
## 407           Rural             86.67 39.0         Unknown      0
## 408           Rural            101.37 37.9    never smoked      0
## 409           Rural            105.22 31.1    never smoked      0
## 410           Rural             70.31 23.2         Unknown      0
## 411           Rural             64.06 18.9         Unknown      0
## 412           Rural            178.29 36.1    never smoked      0
## 413           Rural             81.60 36.3          smokes      0
## 414           Urban            147.48 40.5         Unknown      0
## 415           Urban             86.86 25.4    never smoked      0
## 416           Rural             71.16 46.5          smokes      0
## 417           Urban             73.20 16.8         Unknown      0
## 418           Urban            203.81 46.6    never smoked      0
## 419           Rural             82.00 26.4    never smoked      0
## 420           Urban             97.55 26.2    never smoked      0
## 421           Urban             94.29 35.2         Unknown      0
## 422           Rural             75.22 20.9         Unknown      0
## 423           Urban             90.07 36.8         Unknown      0
## 424           Urban             73.73 34.4 formerly smoked      0
## 425           Urban             79.58 22.2    never smoked      0
## 426           Urban             77.88 13.8         Unknown      0
## 427           Rural            205.26 40.3    never smoked      0
## 428           Rural             58.63 28.4          smokes      0
## 429           Rural            139.90 31.7          smokes      0
## 430           Urban            211.03 34.2 formerly smoked      0
## 431           Urban             72.79 54.7    never smoked      0
## 432           Rural             91.65 24.6 formerly smoked      0
## 433           Rural             79.92   NA          smokes      0
## 434           Rural            225.47 36.9    never smoked      0
## 435           Urban             94.48 31.1    never smoked      0
## 436           Urban             82.34 31.9    never smoked      0
## 437           Urban            180.63 31.8 formerly smoked      0
## 438           Rural             92.48 18.0         Unknown      0
## 439           Rural            116.66 28.5 formerly smoked      0
## 440           Urban            112.09 29.5    never smoked      0
## 441           Urban            130.34 22.0    never smoked      0
## 442           Urban             82.59 29.4    never smoked      0
## 443           Rural            123.87 28.8         Unknown      0
## 444           Rural             98.70 26.2         Unknown      0
## 445           Rural            227.10 26.9         Unknown      0
## 446           Rural             55.39 23.2         Unknown      0
## 447           Urban             66.07 27.9         Unknown      0
## 448           Rural            104.21 36.8    never smoked      0
## 449           Urban            145.15 28.9         Unknown      0
## 450           Urban             68.19 31.0    never smoked      0
## 451           Rural             97.53 29.4          smokes      0
## 452           Urban            122.31 15.3    never smoked      0
## 453           Urban             83.51 37.1    never smoked      0
## 454           Urban             86.46 30.5         Unknown      0
## 455           Rural            112.06 38.2    never smoked      0
## 456           Urban             92.14 23.2    never smoked      0
## 457           Rural            201.76 30.2 formerly smoked      0
## 458           Urban             74.44 45.2          smokes      0
## 459           Rural             95.93 21.8         Unknown      0
## 460           Rural             87.51 24.4         Unknown      0
## 461           Rural             72.35 17.0         Unknown      0
## 462           Rural            113.47 19.5         Unknown      0
## 463           Rural            103.78 49.8 formerly smoked      0
## 464           Rural            115.43 27.8    never smoked      0
## 465           Rural             95.59 25.1    never smoked      0
## 466           Rural            101.52 26.8          smokes      0
## 467           Rural            170.05 60.2          smokes      0
## 468           Rural            217.30 27.5    never smoked      0
## 469           Urban            196.01 28.1    never smoked      0
## 470           Urban             92.21 27.3         Unknown      0
## 471           Rural            100.09 27.4    never smoked      0
## 472           Rural             93.88 22.2    never smoked      0
## 473           Rural             75.05 22.9          smokes      0
## 474           Rural             70.08 26.6    never smoked      0
## 475           Urban             74.20 23.0          smokes      0
## 476           Rural             69.01 32.6    never smoked      0
## 477           Rural             96.17 22.1         Unknown      0
## 478           Urban            184.15   NA         Unknown      0
## 479           Urban             87.24 22.5 formerly smoked      0
## 480           Rural            198.69   NA          smokes      0
## 481           Urban             82.58 25.5         Unknown      0
## 482           Rural             96.88 31.4         Unknown      0
## 483           Urban             73.32 26.0         Unknown      0
## 484           Rural             94.59 20.0         Unknown      0
## 485           Rural            132.08 31.6          smokes      0
## 486           Urban             98.99 31.2    never smoked      0
## 487           Rural            104.48 21.7    never smoked      0
## 488           Rural             98.01 24.2         Unknown      0
## 489           Rural             79.14 25.0 formerly smoked      0
## 490           Urban             89.32 36.7         Unknown      0
## 491           Rural             65.24 28.9         Unknown      0
## 492           Rural             80.98 29.7 formerly smoked      0
## 493           Urban            186.17 44.3         Unknown      0
## 494           Rural             69.24 51.0    never smoked      0
## 495           Rural            111.19 39.7 formerly smoked      0
## 496           Urban             93.28 34.7    never smoked      0
## 497           Rural            122.19 35.0         Unknown      0
## 498           Rural            129.53 21.3    never smoked      0
## 499           Rural            114.53 29.1         Unknown      0
## 500           Urban             93.73 23.9          smokes      0
## 501           Urban             77.49 36.0 formerly smoked      0
## 502           Urban             65.38 41.2 formerly smoked      0
## 503           Urban             94.18 27.1    never smoked      0
## 504           Urban            118.70 33.2         Unknown      0
## 505           Urban             96.29 25.4          smokes      0
## 506           Rural             74.64 30.7          smokes      0
## 507           Urban             96.99 34.8 formerly smoked      0
## 508           Rural            100.61 19.2         Unknown      0
## 509           Rural             97.08 31.7         Unknown      0
## 510           Rural             84.79 35.7    never smoked      0
## 511           Rural             78.75 37.8 formerly smoked      0
## 512           Rural             82.93 29.7          smokes      0
## 513           Urban             88.78 35.8          smokes      0
## 514           Urban            122.10 23.6          smokes      0
## 515           Rural             74.81 39.7          smokes      0
## 516           Urban            183.45 40.5          smokes      0
## 517           Urban            114.94 21.4    never smoked      0
## 518           Rural            104.38 40.8 formerly smoked      0
## 519           Urban            102.91 24.7         Unknown      0
## 520           Rural            108.79 21.0         Unknown      0
## 521           Urban             73.31 45.0    never smoked      0
## 522           Urban             68.52 26.2    never smoked      0
## 523           Rural             89.77   NA          smokes      0
## 524           Urban            102.64 28.3    never smoked      0
## 525           Urban             70.92 41.6    never smoked      0
## 526           Rural             86.11 19.0         Unknown      0
## 527           Urban            129.16 32.4    never smoked      0
## 528           Urban            113.85 34.0    never smoked      0
## 529           Rural             79.35 39.4 formerly smoked      0
## 530           Rural             80.79 28.7         Unknown      0
## 531           Urban            114.01 31.8 formerly smoked      0
## 532           Rural             93.74 31.2    never smoked      0
## 533           Rural             90.65 20.9         Unknown      0
## 534           Urban             98.41 32.1    never smoked      0
## 535           Urban            127.18 31.0         Unknown      0
## 536           Urban            138.06 23.1         Unknown      0
## 537           Urban             89.44 26.7    never smoked      0
## 538           Urban            105.61 27.9         Unknown      0
## 539           Rural            155.43 27.3    never smoked      0
## 540           Rural             80.83 51.5         Unknown      0
## 541           Urban             80.19 20.4    never smoked      0
## 542           Urban             60.34 29.6 formerly smoked      0
## 543           Urban             79.30 30.6 formerly smoked      0
## 544           Urban             98.44 33.6         Unknown      0
## 545           Rural            210.48 71.9    never smoked      0
## 546           Rural             70.34 24.2         Unknown      0
## 547           Urban            122.22 17.7         Unknown      0
## 548           Rural             75.29 22.6          smokes      0
## 549           Rural            100.35 28.1    never smoked      0
## 550           Urban            193.83 26.5    never smoked      0
## 551           Urban            126.96 28.7         Unknown      0
## 552           Urban            183.34 39.5 formerly smoked      0
## 553           Urban            247.69 35.1         Unknown      0
## 554           Rural             76.20 27.9    never smoked      0
## 555           Rural             71.43 19.3         Unknown      0
## 556           Rural             93.36 28.4    never smoked      0
## 557           Urban             61.29 26.7    never smoked      0
## 558           Urban            103.62 40.9         Unknown      0
## 559           Rural            100.52 17.2         Unknown      0
## 560           Rural            191.47 28.3    never smoked      0
## 561           Urban             67.06 16.1         Unknown      0
## 562           Urban            144.10 27.6    never smoked      0
## 563           Urban             58.26 16.5         Unknown      0
## 564           Urban            239.82 35.8    never smoked      0
## 565           Rural             73.71 16.2         Unknown      0
## 566           Rural             88.53 24.6    never smoked      0
## 567           Urban            114.79 32.0         Unknown      0
## 568           Rural            113.80 35.3 formerly smoked      0
## 569           Urban             71.91 19.2         Unknown      0
## 570           Urban             65.30 40.4    never smoked      0
## 571           Urban            189.57 30.7    never smoked      0
## 572           Urban            114.25 24.3 formerly smoked      0
## 573           Urban             81.26 26.4 formerly smoked      0
## 574           Urban             87.88 34.7          smokes      0
## 575           Urban            112.17 31.7         Unknown      0
## 576           Rural             99.97 35.6    never smoked      0
## 577           Urban            207.58 22.8          smokes      0
## 578           Urban            109.16 28.0          smokes      0
## 579           Urban             74.46 35.6 formerly smoked      0
## 580           Rural            118.51 40.6    never smoked      0
## 581           Urban            107.47 29.3 formerly smoked      0
## 582           Rural            182.86 21.0         Unknown      0
## 583           Rural             59.17 20.0         Unknown      0
## 584           Rural            215.64 26.7 formerly smoked      0
## 585           Rural            163.70 18.4         Unknown      0
## 586           Rural            196.36 34.5 formerly smoked      0
## 587           Rural            139.77 27.7         Unknown      0
## 588           Urban            141.23 21.1    never smoked      0
## 589           Urban             89.99 24.4 formerly smoked      0
## 590           Urban            108.53 19.4          smokes      0
## 591           Urban             63.61 42.3         Unknown      0
## 592           Urban             85.54 32.2          smokes      0
## 593           Urban            100.83 26.8    never smoked      0
## 594           Urban             59.82 25.4    never smoked      0
## 595           Urban            105.95 23.5          smokes      0
## 596           Rural            188.11 50.2          smokes      0
## 597           Urban             71.15 26.1 formerly smoked      0
## 598           Rural             60.53 17.5         Unknown      0
## 599           Rural            205.50 24.2    never smoked      0
## 600           Urban            204.86 30.8    never smoked      0
## 601           Rural            115.03 23.4    never smoked      0
## 602           Rural             79.87 30.9    never smoked      0
## 603           Rural             97.89 23.6    never smoked      0
## 604           Urban            125.26 18.7    never smoked      0
## 605           Rural            114.32 27.7          smokes      0
## 606           Urban             92.23 16.7         Unknown      0
## 607           Urban             83.51 31.2    never smoked      0
## 608           Urban            102.34 17.0         Unknown      0
## 609           Rural            144.48 29.8          smokes      0
## 610           Rural             88.39 19.7         Unknown      0
## 611           Rural            228.08 29.1         Unknown      0
## 612           Urban             93.79 27.2    never smoked      0
## 613           Rural            147.14 22.3         Unknown      0
## 614           Rural            106.43 27.0          smokes      0
## 615           Rural             88.04 42.1    never smoked      0
## 616           Urban             92.20 34.2         Unknown      0
## 617           Urban            219.53 40.9    never smoked      0
## 618           Rural             75.56 29.4          smokes      0
## 619           Urban            158.31 32.8 formerly smoked      0
## 620           Urban            111.43 21.9          smokes      0
## 621           Rural            219.97 39.6    never smoked      0
## 622           Rural            148.91 28.3    never smoked      0
## 623           Urban             69.40 47.8    never smoked      0
## 624           Rural             68.34 39.3         Unknown      0
## 625           Urban             58.37 28.0          smokes      0
## 626           Urban             71.20 27.1    never smoked      0
## 627           Rural            101.50 31.2          smokes      0
## 628           Urban             92.04 23.1    never smoked      0
## 629           Rural             73.00 20.8    never smoked      0
## 630           Urban            111.15 34.1          smokes      0
## 631           Rural             58.65 30.1    never smoked      0
## 632           Urban            100.54 35.8    never smoked      0
## 633           Rural            111.73 34.6    never smoked      0
## 634           Urban             97.78 29.8         Unknown      0
## 635           Rural             85.79 26.7         Unknown      0
## 636           Rural             98.54 30.2    never smoked      0
## 637           Urban             94.62 29.7 formerly smoked      0
## 638           Rural            112.43 54.6    never smoked      0
## 639           Urban             99.67 23.3 formerly smoked      0
## 640           Urban             67.39 35.6         Unknown      0
## 641           Urban             95.12 27.0    never smoked      0
## 642           Rural             85.06 21.6    never smoked      0
## 643           Rural            214.05 29.4 formerly smoked      0
## 644           Urban             79.09 22.8    never smoked      0
## 645           Urban             98.09 17.3    never smoked      0
## 646           Urban             76.36 29.8         Unknown      0
## 647           Urban             98.42 36.4 formerly smoked      0
## 648           Urban             82.01 34.7 formerly smoked      0
## 649           Rural             56.11 28.7          smokes      0
## 650           Rural            111.85 26.7    never smoked      0
## 651           Urban             92.39 22.1    never smoked      0
## 652           Urban            112.54 27.7 formerly smoked      0
## 653           Urban             63.71 40.5 formerly smoked      0
## 654           Urban             70.35 23.0 formerly smoked      0
## 655           Urban             94.65 25.3 formerly smoked      0
## 656           Rural             64.64 22.1    never smoked      0
## 657           Rural             57.27 28.0         Unknown      0
## 658           Urban            107.25 12.0         Unknown      0
## 659           Rural             77.12 28.4    never smoked      0
## 660           Urban             55.32 29.6          smokes      0
## 661           Rural             69.37 36.2         Unknown      0
## 662           Urban             57.57 22.8    never smoked      0
## 663           Urban             87.43 55.7         Unknown      0
## 664           Rural             98.73 24.3    never smoked      0
## 665           Rural             81.18 26.9    never smoked      0
## 666           Rural             56.23 25.3    never smoked      0
## 667           Rural             69.61 35.3    never smoked      0
## 668           Rural             59.49 18.3         Unknown      0
## 669           Rural            118.14   NA formerly smoked      0
## 670           Rural            100.26 26.0         Unknown      0
## 671           Rural             56.75 21.0    never smoked      0
## 672           Urban             88.27   NA    never smoked      0
## 673           Urban             67.81 55.7    never smoked      0
## 674           Rural             77.46 27.6    never smoked      0
## 675           Urban             76.26 20.5    never smoked      0
## 676           Rural             86.39 30.2    never smoked      0
## 677           Urban            116.38 21.9 formerly smoked      0
## 678           Rural             75.74 28.8          smokes      0
## 679           Rural             92.14 36.2         Unknown      0
## 680           Rural            149.95 25.9    never smoked      0
## 681           Urban             92.11   NA    never smoked      0
## 682           Rural             74.98 21.4    never smoked      0
## 683           Urban             55.25 20.4    never smoked      0
## 684           Rural             79.89 31.6         Unknown      0
## 685           Urban            130.61 14.4         Unknown      0
## 686           Urban             94.26 23.7         Unknown      0
## 687           Urban             94.34 30.2 formerly smoked      0
## 688           Urban            109.03 19.5 formerly smoked      0
## 689           Rural             81.03 32.6    never smoked      0
## 690           Rural             99.82 34.2    never smoked      0
## 691           Urban            140.08 43.0    never smoked      0
## 692           Urban             59.54 42.2         Unknown      0
## 693           Urban             80.33 19.7    never smoked      0
## 694           Urban            131.51 41.7    never smoked      0
## 695           Rural             89.21 21.6 formerly smoked      0
## 696           Rural             91.45 24.2    never smoked      0
## 697           Rural             90.58 19.2         Unknown      0
## 698           Urban             91.45 25.8         Unknown      0
## 699           Rural             89.63 23.2          smokes      0
## 700           Urban            124.06 20.8    never smoked      0
## 701           Rural             99.47 28.4    never smoked      0
## 702           Urban             88.97 30.2    never smoked      0
## 703           Rural             80.93 23.1    never smoked      0
## 704           Urban            102.07 16.7          smokes      0
## 705           Rural             91.69 39.5         Unknown      0
## 706           Urban             63.71 33.8          smokes      0
## 707           Rural            200.49 34.6          smokes      0
## 708           Rural             75.30 25.0 formerly smoked      0
## 709           Urban            240.71 43.9 formerly smoked      0
## 710           Urban             60.50 27.1 formerly smoked      0
## 711           Rural            131.85 25.9         Unknown      0
## 712           Rural            134.39 22.7 formerly smoked      0
## 713           Urban             56.18 27.1    never smoked      0
## 714           Rural            113.64 25.6 formerly smoked      0
## 715           Rural            156.57 28.4         Unknown      0
## 716           Rural             80.40 57.5    never smoked      0
## 717           Urban             59.26 35.8          smokes      0
## 718           Rural             63.26 19.5         Unknown      0
## 719           Urban             86.24 31.2    never smoked      0
## 720           Urban            197.10 43.6 formerly smoked      0
## 721           Urban             90.90 31.2 formerly smoked      0
## 722           Rural             84.59 23.5         Unknown      0
## 723           Rural            121.80 18.7         Unknown      0
## 724           Rural             77.65 24.4          smokes      0
## 725           Urban             64.41 29.4          smokes      0
## 726           Urban             75.19 37.0          smokes      0
## 727           Rural             67.97 29.4          smokes      0
## 728           Urban            119.34 38.5    never smoked      0
## 729           Rural             94.92 23.5    never smoked      0
## 730           Rural            107.42   NA    never smoked      0
## 731           Rural             85.02 16.3         Unknown      0
## 732           Urban            103.51 35.9    never smoked      0
## 733           Urban            114.50 35.9 formerly smoked      0
## 734           Urban             70.78 20.3         Unknown      0
## 735           Rural             95.01 32.3          smokes      0
## 736           Urban             84.11 27.9    never smoked      0
## 737           Urban             74.02 22.3    never smoked      0
## 738           Urban             78.49 31.8          smokes      0
## 739           Urban             74.22 29.7         Unknown      0
## 740           Urban             55.34 27.1          smokes      0
## 741           Rural             75.04 24.5    never smoked      0
## 742           Rural            109.73 28.9    never smoked      0
## 743           Urban             95.81   NA         Unknown      0
## 744           Rural             96.78 24.6          smokes      0
## 745           Urban            194.62 31.6    never smoked      0
## 746           Rural             70.02 32.3    never smoked      0
## 747           Urban            222.21 41.1          smokes      0
## 748           Rural             62.41 30.0    never smoked      0
## 749           Urban             55.83 26.4    never smoked      0
## 750           Rural             65.12 30.0    never smoked      0
## 751           Rural             73.62 20.8         Unknown      0
## 752           Urban             85.83 44.0 formerly smoked      0
## 753           Urban            103.86 30.6         Unknown      0
## 754           Urban             60.98 17.2         Unknown      0
## 755           Rural             82.69 29.1         Unknown      0
## 756           Rural            250.20 27.4         Unknown      0
## 757           Rural            128.97 23.5         Unknown      0
## 758           Rural             84.31 31.8    never smoked      0
## 759           Rural             74.80 23.5    never smoked      0
## 760           Urban             97.06 28.5 formerly smoked      0
## 761           Urban             77.54 32.7         Unknown      0
## 762           Rural             92.78 54.2    never smoked      0
## 763           Rural            173.43 25.6          smokes      0
## 764           Urban             79.08 41.2    never smoked      0
## 765           Urban            106.18 27.0          smokes      0
## 766           Rural            114.21 21.3    never smoked      0
## 767           Rural             91.08 34.3    never smoked      0
## 768           Urban            105.77 29.5         Unknown      0
## 769           Rural             74.88 31.6          smokes      0
## 770           Rural            123.15 26.1          smokes      0
## 771           Rural            184.25 27.5    never smoked      0
## 772           Rural            117.69 26.5    never smoked      0
## 773           Rural             55.26 33.2         Unknown      0
## 774           Urban            106.51 40.2    never smoked      0
## 775           Rural             55.27 32.5 formerly smoked      0
## 776           Urban             98.42 23.4         Unknown      0
## 777           Rural             99.20 32.5    never smoked      0
## 778           Urban             98.92 23.9 formerly smoked      0
## 779           Rural             92.70 29.5    never smoked      0
## 780           Rural            106.70 24.0    never smoked      0
## 781           Urban            152.81 17.7         Unknown      0
## 782           Urban             82.59 26.2 formerly smoked      0
## 783           Urban             91.00 33.3    never smoked      0
## 784           Urban             93.88 17.4         Unknown      0
## 785           Urban             76.99 29.0    never smoked      0
## 786           Rural            254.60 21.7         Unknown      0
## 787           Rural             93.99 37.8 formerly smoked      0
## 788           Urban            109.68 41.8    never smoked      0
## 789           Rural             92.04 24.2    never smoked      0
## 790           Rural            111.41 31.1    never smoked      0
## 791           Rural             97.92 23.1    never smoked      0
## 792           Urban             65.61 25.1         Unknown      0
## 793           Urban             62.37 41.3    never smoked      0
## 794           Urban            101.28 22.7    never smoked      0
## 795           Rural             88.31 24.0          smokes      0
## 796           Rural            103.55 20.5 formerly smoked      0
## 797           Urban             60.26 20.4    never smoked      0
## 798           Urban             79.39 27.6    never smoked      0
## 799           Urban            122.01 27.0          smokes      0
## 800           Rural             78.09 26.4         Unknown      0
## 801           Urban             89.70 34.9          smokes      0
## 802           Rural             95.10 35.0    never smoked      0
## 803           Rural            112.64 28.5 formerly smoked      0
## 804           Rural             79.80 32.3 formerly smoked      0
## 805           Urban             82.20 23.9         Unknown      0
## 806           Urban            108.89 52.3         Unknown      0
## 807           Rural            114.32 26.4    never smoked      0
## 808           Rural            116.14 20.9    never smoked      0
## 809           Urban            122.74 23.3         Unknown      0
## 810           Urban             94.04 32.7    never smoked      0
## 811           Rural             86.60 26.5    never smoked      0
## 812           Rural             82.32 27.9         Unknown      0
## 813           Rural             83.83 30.3    never smoked      0
## 814           Urban            106.98 27.6    never smoked      0
## 815           Urban             93.88 14.6         Unknown      0
## 816           Urban             70.53 40.9          smokes      0
## 817           Rural            212.01 28.4    never smoked      0
## 818           Rural             65.88 23.7         Unknown      0
## 819           Rural            106.97 27.9 formerly smoked      0
## 820           Urban            126.35 25.2    never smoked      0
## 821           Urban            129.16 34.4         Unknown      0
## 822           Rural             88.66 36.7 formerly smoked      0
## 823           Rural            112.95 22.2 formerly smoked      0
## 824           Urban             81.59 27.2    never smoked      0
## 825           Rural             76.82 27.3    never smoked      0
## 826           Rural             73.75 27.3          smokes      0
## 827           Urban             91.56 42.2    never smoked      0
## 828           Rural            104.55 26.4    never smoked      0
## 829           Urban             84.84 39.4         Unknown      0
## 830           Rural             86.06 34.8    never smoked      0
## 831           Rural            109.10 20.0         Unknown      0
## 832           Rural             68.35 34.1    never smoked      0
## 833           Urban            121.04 31.4         Unknown      0
## 834           Rural            160.83 17.8         Unknown      0
## 835           Rural             85.62 46.1          smokes      0
## 836           Urban             74.23 28.1 formerly smoked      0
## 837           Urban            110.76 24.7 formerly smoked      0
## 838           Urban             79.44 22.7    never smoked      0
## 839           Rural            119.52 34.6    never smoked      0
## 840           Rural             90.42 21.4    never smoked      0
## 841           Urban            109.32 27.4         Unknown      0
## 842           Rural             78.16 36.6    never smoked      0
## 843           Rural             79.13 32.9 formerly smoked      0
## 844           Urban             84.06 24.7    never smoked      0
## 845           Rural             89.30 21.4         Unknown      0
## 846           Urban             69.21 33.1    never smoked      0
## 847           Rural            186.45 26.7    never smoked      0
## 848           Urban             58.47 24.4    never smoked      0
## 849           Rural            189.49 25.8         Unknown      0
## 850           Urban             99.60 34.3 formerly smoked      0
## 851           Rural            126.18 18.1         Unknown      0
## 852           Urban            186.32 43.8          smokes      0
## 853           Rural             62.49 26.9    never smoked      0
## 854           Rural             74.51 36.6    never smoked      0
## 855           Urban             94.63 24.9    never smoked      0
## 856           Rural             91.98 27.6          smokes      0
## 857           Rural             56.77 20.9         Unknown      0
## 858           Urban             75.87 30.3    never smoked      0
## 859           Rural             77.19 37.4          smokes      0
## 860           Urban            135.75 35.9          smokes      0
## 861           Rural            100.15 50.3          smokes      0
## 862           Urban             95.08 31.5    never smoked      0
## 863           Urban            125.38 24.4          smokes      0
## 864           Urban            111.71 38.9 formerly smoked      0
## 865           Rural             94.64 28.6    never smoked      0
## 866           Urban            226.70   NA          smokes      0
## 867           Urban            112.96 27.5    never smoked      0
## 868           Rural            183.10   NA    never smoked      0
## 869           Urban            105.36 43.7         Unknown      0
## 870           Urban             84.13 27.0    never smoked      0
## 871           Rural            102.47 29.3 formerly smoked      0
## 872           Rural             77.04 34.7    never smoked      0
## 873           Rural             83.23   NA    never smoked      0
## 874           Rural             87.01 39.9    never smoked      0
## 875           Rural             56.99 26.7    never smoked      0
## 876           Rural             73.01 24.8 formerly smoked      0
## 877           Urban            106.35 29.7    never smoked      0
## 878           Rural             80.63 15.9         Unknown      0
## 879           Urban            103.61 31.4    never smoked      0
## 880           Urban             91.35   NA formerly smoked      0
## 881           Urban            194.04 27.8    never smoked      0
## 882           Rural            111.99 35.5 formerly smoked      0
## 883           Rural             57.51 31.7          smokes      0
## 884           Rural             68.49 33.2    never smoked      0
## 885           Urban             60.20 27.7 formerly smoked      0
## 886           Urban            160.00 31.9 formerly smoked      0
## 887           Urban             86.96 25.8    never smoked      0
## 888           Rural            237.15 27.7    never smoked      0
## 889           Rural             99.06 23.4    never smoked      0
## 890           Urban             56.31 24.3 formerly smoked      0
## 891           Urban             84.31 30.3          smokes      0
## 892           Rural             90.92 29.1    never smoked      0
## 893           Rural            104.33 20.1    never smoked      0
## 894           Urban             62.61 21.2         Unknown      0
## 895           Urban            231.19 31.6 formerly smoked      0
## 896           Rural             94.30 41.6         Unknown      0
## 897           Rural            104.48 36.4          smokes      0
## 898           Urban             72.62 30.5    never smoked      0
## 899           Urban             81.64 32.8         Unknown      0
## 900           Rural             90.78 32.3    never smoked      0
## 901           Urban             70.71 30.1    never smoked      0
## 902           Urban             72.36 34.7          smokes      0
## 903           Urban             59.76 29.7         Unknown      0
## 904           Urban             83.76   NA          smokes      0
## 905           Rural             63.64 31.3 formerly smoked      0
## 906           Rural             76.26 35.6    never smoked      0
## 907           Rural             82.06 35.2 formerly smoked      0
## 908           Urban            110.91 27.6    never smoked      0
## 909           Rural             77.16 35.2          smokes      0
## 910           Rural             69.58 28.1         Unknown      0
## 911           Urban             96.26 31.8         Unknown      0
## 912           Rural             87.27 23.3          smokes      0
## 913           Urban             65.36 28.8 formerly smoked      0
## 914           Rural            109.51 19.5         Unknown      0
## 915           Urban             89.03 30.0          smokes      0
## 916           Urban             91.34 25.5 formerly smoked      0
## 917           Rural             57.82 28.8 formerly smoked      0
## 918           Urban             81.15 40.2 formerly smoked      0
## 919           Rural            115.29 32.9         Unknown      0
## 920           Urban            111.02 22.4         Unknown      0
## 921           Urban            111.61 36.9          smokes      0
## 922           Rural            109.02 19.8         Unknown      0
## 923           Urban            106.51 12.3         Unknown      0
## 924           Rural            207.32 32.4          smokes      0
## 925           Urban             87.11 24.8    never smoked      0
## 926           Urban             61.68 16.4         Unknown      0
## 927           Rural            119.04 35.9         Unknown      0
## 928           Urban             86.05 23.0         Unknown      0
## 929           Urban             70.03 78.0          smokes      0
## 930           Urban            207.64 30.5 formerly smoked      0
## 931           Rural            236.84 26.8    never smoked      0
## 932           Urban             78.11 35.3    never smoked      0
## 933           Rural            100.97 27.9    never smoked      0
## 934           Urban             99.21 22.1    never smoked      0
## 935           Urban            113.21 38.3    never smoked      0
## 936           Urban             92.95 41.0    never smoked      0
## 937           Urban            110.16   NA    never smoked      0
## 938           Rural            142.57 22.8         Unknown      0
## 939           Rural             92.87 30.1    never smoked      0
## 940           Rural            111.48 20.8         Unknown      0
## 941           Urban            123.00 31.7    never smoked      0
## 942           Urban            100.54 30.1    never smoked      0
## 943           Urban            106.68 30.8    never smoked      0
## 944           Urban             86.40 42.6    never smoked      0
## 945           Urban             61.81 37.1         Unknown      0
## 946           Rural            128.28 34.2    never smoked      0
## 947           Rural            204.63 43.4    never smoked      0
## 948           Urban             89.98 18.7          smokes      0
## 949           Urban            232.89 34.0          smokes      0
## 950           Rural             98.58 23.2    never smoked      0
## 951           Urban             57.94 41.7         Unknown      0
## 952           Rural            123.21 15.1         Unknown      0
## 953           Urban             76.34 20.6          smokes      0
## 954           Rural             92.98 18.9         Unknown      0
## 955           Rural             92.81 26.6    never smoked      0
## 956           Urban             85.16 30.1          smokes      0
## 957           Urban             90.10 32.1    never smoked      0
## 958           Urban             65.15 15.1         Unknown      0
## 959           Urban            104.62 33.5          smokes      0
## 960           Urban            113.25 23.4    never smoked      0
## 961           Urban             59.28 43.2    never smoked      0
## 962           Urban             93.07 19.1         Unknown      0
## 963           Rural             77.42 26.1         Unknown      0
## 964           Rural             73.69 17.3    never smoked      0
## 965           Rural             74.90 32.1    never smoked      0
## 966           Urban             88.27   NA formerly smoked      0
## 967           Urban             58.39 30.4    never smoked      0
## 968           Rural            102.05 29.9    never smoked      0
## 969           Rural            112.47 32.8          smokes      0
## 970           Rural             72.84 22.7    never smoked      0
## 971           Urban            195.03 28.7 formerly smoked      0
## 972           Urban            170.95 35.2    never smoked      0
## 973           Urban             87.98 22.4    never smoked      0
## 974           Rural             65.81 32.3         Unknown      0
## 975           Urban            124.60 18.6         Unknown      0
## 976           Rural             83.65 42.1          smokes      0
## 977           Rural             88.81 38.0 formerly smoked      0
## 978           Urban             86.75 22.3         Unknown      0
## 979           Rural            123.36 33.4    never smoked      0
## 980           Rural             89.68 23.2          smokes      0
## 981           Rural             69.87 18.0         Unknown      0
## 982           Rural            109.22 20.1    never smoked      0
## 983           Rural            157.57 19.2         Unknown      0
## 984           Urban            110.73 28.7          smokes      0
## 985           Urban             99.14 28.1    never smoked      0
## 986           Urban             59.15 22.6    never smoked      0
## 987           Rural            165.11 18.0         Unknown      0
## 988           Rural             77.44 21.4 formerly smoked      0
## 989           Rural            100.33 27.8         Unknown      0
## 990           Urban             57.93 27.6         Unknown      0
## 991           Rural            148.24 32.2 formerly smoked      0
## 992           Urban             91.96 24.9         Unknown      0
## 993           Rural             72.93 27.1 formerly smoked      0
## 994           Rural             84.27 24.6         Unknown      0
## 995           Rural            124.45 24.6    never smoked      0
## 996           Urban             90.51 18.9         Unknown      0
## 997           Rural            118.87 16.3         Unknown      0
## 998           Rural             56.42 31.8    never smoked      0
## 999           Urban             73.67 21.0         Unknown      0
## 1000          Rural             89.11 20.1         Unknown      0
## 1001          Rural             74.04 29.1    never smoked      0
## 1002          Urban            145.23 32.3    never smoked      0
## 1003          Rural            100.80 29.4    never smoked      0
## 1004          Urban             85.22 50.2    never smoked      0
## 1005          Rural             72.49 44.9 formerly smoked      0
## 1006          Urban             82.61 28.5          smokes      0
## 1007          Rural             72.07 19.5         Unknown      0
## 1008          Rural             79.85 45.0         Unknown      0
## 1009          Rural             84.86 22.8         Unknown      0
## 1010          Urban            131.89 25.5         Unknown      0
## 1011          Urban             89.17 31.5    never smoked      0
## 1012          Rural            227.91 31.6 formerly smoked      0
## 1013          Urban            131.77 31.0         Unknown      0
## 1014          Urban            102.01 29.5         Unknown      0
## 1015          Urban            128.63 23.1         Unknown      0
## 1016          Urban            144.10 30.7          smokes      0
## 1017          Urban            143.15 44.7 formerly smoked      0
## 1018          Rural            116.67 33.5    never smoked      0
## 1019          Rural             85.60 25.9         Unknown      0
## 1020          Urban            142.12 28.3    never smoked      0
## 1021          Urban            100.81 26.8         Unknown      0
## 1022          Urban             69.17 27.8    never smoked      0
## 1023          Rural             58.38 36.0    never smoked      0
## 1024          Urban             86.34 22.1    never smoked      0
## 1025          Urban             95.44 38.4    never smoked      0
## 1026          Urban             94.78 30.1         Unknown      0
## 1027          Rural            109.59 26.2 formerly smoked      0
## 1028          Rural             79.26 26.6          smokes      0
## 1029          Urban             78.46 32.6    never smoked      0
## 1030          Rural             85.29 27.0    never smoked      0
## 1031          Rural            156.18 25.3          smokes      0
## 1032          Urban             69.52 31.9    never smoked      0
## 1033          Urban             65.32 18.4         Unknown      0
## 1034          Urban            108.47 30.4          smokes      0
## 1035          Urban            105.63 28.2          smokes      0
## 1036          Urban             77.93 35.7 formerly smoked      0
## 1037          Urban             95.20 35.0    never smoked      0
## 1038          Rural             78.52 27.2    never smoked      0
## 1039          Urban            114.89 23.0    never smoked      0
## 1040          Rural             95.43 25.0         Unknown      0
## 1041          Rural             84.08 24.5         Unknown      0
## 1042          Rural            110.55 30.9          smokes      0
## 1043          Urban             82.21 26.0    never smoked      0
## 1044          Urban             82.38 27.2 formerly smoked      0
## 1045          Urban             93.89 30.4    never smoked      0
## 1046          Rural             75.08 21.7         Unknown      0
## 1047          Urban             76.72 29.1         Unknown      0
## 1048          Rural             84.93 17.6         Unknown      0
## 1049          Urban             76.50 29.2 formerly smoked      0
## 1050          Urban             65.47 28.1    never smoked      0
## 1051          Urban             99.16 26.6          smokes      0
## 1052          Rural             63.53 26.9    never smoked      0
## 1053          Rural             78.65 36.2 formerly smoked      0
## 1054          Urban             63.78 25.9    never smoked      0
## 1055          Urban             77.52 40.9 formerly smoked      0
## 1056          Rural            111.64 31.5    never smoked      0
## 1057          Urban             97.84 23.3         Unknown      0
## 1058          Urban            113.01 37.6    never smoked      0
## 1059          Urban             56.48 39.8    never smoked      0
## 1060          Rural            204.50 35.1 formerly smoked      0
## 1061          Rural             96.02 21.9    never smoked      0
## 1062          Rural            206.25 53.4 formerly smoked      0
## 1063          Rural            115.52 34.4         Unknown      0
## 1064          Rural             60.69 24.0          smokes      0
## 1065          Urban             93.67 29.3         Unknown      0
## 1066          Urban             67.79 26.0 formerly smoked      0
## 1067          Rural             56.07 31.3    never smoked      0
## 1068          Rural            254.63 31.0    never smoked      0
## 1069          Rural             96.63 26.5         Unknown      0
## 1070          Rural             84.30 16.0         Unknown      0
## 1071          Rural            246.34 21.1    never smoked      0
## 1072          Rural            195.16 42.2         Unknown      0
## 1073          Rural             93.34 27.7    never smoked      0
## 1074          Urban            162.30 23.6    never smoked      0
## 1075          Urban            106.40 18.3         Unknown      0
## 1076          Urban            110.25 44.3    never smoked      0
## 1077          Rural             69.70 27.3    never smoked      0
## 1078          Urban             87.03 55.2 formerly smoked      0
## 1079          Urban            112.98 44.7    never smoked      0
## 1080          Rural             82.47 33.1          smokes      0
## 1081          Urban             75.88 30.0    never smoked      0
## 1082          Urban             84.63 40.1         Unknown      0
## 1083          Rural            109.56 23.1    never smoked      0
## 1084          Rural             89.45 30.3 formerly smoked      0
## 1085          Rural             91.65 30.5    never smoked      0
## 1086          Urban            121.14 22.8    never smoked      0
## 1087          Rural             87.77 42.0         Unknown      0
## 1088          Rural            106.56 29.9    never smoked      0
## 1089          Rural             93.88 24.0 formerly smoked      0
## 1090          Rural            153.76 36.7         Unknown      0
## 1091          Urban             88.65 22.2    never smoked      0
## 1092          Urban            111.22 25.5         Unknown      0
## 1093          Urban            223.68 34.3 formerly smoked      0
## 1094          Rural             55.86 16.0         Unknown      0
## 1095          Rural             63.73 25.6          smokes      0
## 1096          Rural            103.94 23.3    never smoked      0
## 1097          Rural             92.49 41.6         Unknown      0
## 1098          Urban            229.20 35.6 formerly smoked      0
## 1099          Rural             75.06 22.0         Unknown      0
## 1100          Urban             85.57 26.8         Unknown      0
## 1101          Urban             68.61 31.9    never smoked      0
## 1102          Urban             56.30 19.7         Unknown      0
## 1103          Rural            193.22   NA          smokes      0
## 1104          Urban             65.98 31.1         Unknown      0
## 1105          Rural            204.57 34.4         Unknown      0
## 1106          Urban             64.99 33.2    never smoked      0
## 1107          Rural             66.12   NA    never smoked      0
## 1108          Urban             73.40 21.6    never smoked      0
## 1109          Urban             82.83 25.4         Unknown      0
## 1110          Urban             93.55 41.6    never smoked      0
## 1111          Rural             90.40 33.1 formerly smoked      0
## 1112          Rural             98.10 21.8    never smoked      0
## 1113          Rural            142.02 30.0         Unknown      0
## 1114          Rural            251.46 35.2          smokes      0
## 1115          Rural             89.96 35.6    never smoked      0
## 1116          Urban             71.73   NA         Unknown      0
## 1117          Urban             82.44 27.8          smokes      0
## 1118          Urban             80.85 29.3 formerly smoked      0
## 1119          Rural            220.52 37.2          smokes      0
## 1120          Urban             86.73 26.1         Unknown      0
## 1121          Urban             76.93 21.6    never smoked      0
## 1122          Urban            113.10 22.7    never smoked      0
## 1123          Rural             96.84 30.2 formerly smoked      0
## 1124          Urban            100.91 18.0         Unknown      0
## 1125          Urban            116.50 27.8         Unknown      0
## 1126          Rural             57.26 23.5    never smoked      0
## 1127          Urban            129.31 41.2         Unknown      0
## 1128          Rural             56.47 22.7    never smoked      0
## 1129          Urban             86.06 29.2 formerly smoked      0
## 1130          Rural             86.97 42.2    never smoked      0
## 1131          Urban             78.78 24.0 formerly smoked      0
## 1132          Rural            195.04 45.5    never smoked      0
## 1133          Rural            103.25 19.4         Unknown      0
## 1134          Rural            134.59 28.2          smokes      0
## 1135          Rural             93.74 20.1         Unknown      0
## 1136          Urban             90.66 27.2         Unknown      0
## 1137          Urban             91.68 26.5         Unknown      0
## 1138          Urban             75.79 17.6         Unknown      0
## 1139          Urban             91.68 42.8 formerly smoked      0
## 1140          Rural            106.68 29.3    never smoked      0
## 1141          Rural             82.31 21.3    never smoked      0
## 1142          Rural             90.06 29.8         Unknown      0
## 1143          Rural             65.47 24.1          smokes      0
## 1144          Rural             58.03 35.2         Unknown      0
## 1145          Rural             83.09 18.8    never smoked      0
## 1146          Urban             88.60 17.4         Unknown      0
## 1147          Urban             63.18 31.5         Unknown      0
## 1148          Rural             78.42 29.9    never smoked      0
## 1149          Urban             65.08 27.3 formerly smoked      0
## 1150          Urban             79.47 28.1    never smoked      0
## 1151          Rural             95.52 28.9    never smoked      0
## 1152          Urban             73.00 25.2          smokes      0
## 1153          Rural            138.07 24.3    never smoked      0
## 1154          Rural             86.99 37.9    never smoked      0
## 1155          Urban            112.07 28.2    never smoked      0
## 1156          Rural            105.76 18.4         Unknown      0
## 1157          Urban             55.67 23.1          smokes      0
## 1158          Urban             90.55 39.4 formerly smoked      0
## 1159          Rural            218.65 29.5    never smoked      0
## 1160          Rural            111.21 18.3         Unknown      0
## 1161          Urban             83.56 28.7          smokes      0
## 1162          Urban            116.76 32.9 formerly smoked      0
## 1163          Rural             83.50 26.7         Unknown      0
## 1164          Urban             69.30 20.1    never smoked      0
## 1165          Urban             67.55 17.6 formerly smoked      0
## 1166          Rural             80.28 43.7    never smoked      0
## 1167          Urban            211.49 41.1         Unknown      0
## 1168          Urban             67.96 26.8         Unknown      0
## 1169          Urban             99.29 31.2    never smoked      0
## 1170          Rural            140.52 27.4    never smoked      0
## 1171          Rural             75.62 25.1          smokes      0
## 1172          Rural            120.06 33.0    never smoked      0
## 1173          Rural            117.45 30.7          smokes      0
## 1174          Rural            224.71 42.9    never smoked      0
## 1175          Rural            122.75 14.3         Unknown      0
## 1176          Urban             82.39 33.2    never smoked      0
## 1177          Rural             57.02 43.0 formerly smoked      0
## 1178          Urban            115.98 22.3    never smoked      0
## 1179          Rural            226.11 32.8 formerly smoked      0
## 1180          Rural             97.59 30.5          smokes      0
## 1181          Rural             82.57 36.0 formerly smoked      0
## 1182          Urban             79.34 26.5 formerly smoked      0
## 1183          Rural            125.68 20.1         Unknown      0
## 1184          Rural            102.06   NA         Unknown      0
## 1185          Urban             65.59 28.1    never smoked      0
## 1186          Urban            120.85 16.2         Unknown      0
## 1187          Urban            101.65 30.0    never smoked      0
## 1188          Urban            210.94 31.3    never smoked      0
## 1189          Rural             77.92 26.7    never smoked      0
## 1190          Rural            230.68 37.7         Unknown      0
## 1191          Urban             62.68 35.8    never smoked      0
## 1192          Urban             55.22 27.0    never smoked      0
## 1193          Rural             78.94 20.7    never smoked      0
## 1194          Rural            109.69 22.2          smokes      0
## 1195          Urban             79.63   NA         Unknown      0
## 1196          Rural             79.33 41.5    never smoked      0
## 1197          Urban             79.91 33.5    never smoked      0
## 1198          Rural             84.46 21.8         Unknown      0
## 1199          Urban             68.40 22.1 formerly smoked      0
## 1200          Rural             78.43 30.2          smokes      0
## 1201          Urban            198.02 38.7         Unknown      0
## 1202          Urban             85.35 32.1          smokes      0
## 1203          Rural            204.17 41.3 formerly smoked      0
## 1204          Urban             82.71 20.1 formerly smoked      0
## 1205          Urban            121.19 22.1    never smoked      0
## 1206          Rural            106.02 24.9          smokes      0
## 1207          Urban             66.36 23.0         Unknown      0
## 1208          Urban            267.76 29.3 formerly smoked      0
## 1209          Rural            107.18 22.8    never smoked      0
## 1210          Rural             74.58 31.6         Unknown      0
## 1211          Urban             80.92 19.4         Unknown      0
## 1212          Rural             90.77 22.5    never smoked      0
## 1213          Rural             90.84 31.6    never smoked      0
## 1214          Rural             59.20 29.1         Unknown      0
## 1215          Rural            217.71   NA formerly smoked      0
## 1216          Urban            133.76 43.4          smokes      0
## 1217          Urban             61.36 26.5 formerly smoked      0
## 1218          Rural            118.62 29.7         Unknown      0
## 1219          Rural             77.91 21.8         Unknown      0
## 1220          Urban             68.98 23.4 formerly smoked      0
## 1221          Rural            112.08 23.0    never smoked      0
## 1222          Urban             96.20 21.5    never smoked      0
## 1223          Rural             93.11 14.6         Unknown      0
## 1224          Rural            115.54 28.5         Unknown      0
## 1225          Urban             88.57 29.0          smokes      0
## 1226          Urban            180.76 26.9         Unknown      0
## 1227          Urban             83.12 29.6 formerly smoked      0
## 1228          Urban             94.89 28.5    never smoked      0
## 1229          Rural            239.52 25.5    never smoked      0
## 1230          Rural             99.15 30.5 formerly smoked      0
## 1231          Urban            124.16 23.0    never smoked      0
## 1232          Rural             86.38 22.8         Unknown      0
## 1233          Rural             93.68 31.4    never smoked      0
## 1234          Rural            229.86 35.2          smokes      0
## 1235          Rural             78.73 23.3    never smoked      0
## 1236          Rural            115.92   NA formerly smoked      0
## 1237          Rural             93.71 31.2 formerly smoked      0
## 1238          Rural             76.66 24.8    never smoked      0
## 1239          Rural            112.38 25.8         Unknown      0
## 1240          Rural             89.30 48.4          smokes      0
## 1241          Rural            103.44 43.1 formerly smoked      0
## 1242          Rural             79.69   NA formerly smoked      0
## 1243          Rural             61.61 27.8    never smoked      0
## 1244          Rural             94.12 21.4         Unknown      0
## 1245          Urban             62.40 22.1         Unknown      0
## 1246          Urban            210.96 31.8    never smoked      0
## 1247          Urban             76.25 20.1         Unknown      0
## 1248          Urban            103.48 29.1          smokes      0
## 1249          Urban             96.42 22.6         Unknown      0
## 1250          Rural             78.59 25.1         Unknown      0
## 1251          Rural            195.25 33.3    never smoked      0
## 1252          Rural            103.76 15.9         Unknown      0
## 1253          Rural             68.52 20.8         Unknown      0
## 1254          Urban             92.17 19.5         Unknown      0
## 1255          Rural             81.02 39.0    never smoked      0
## 1256          Rural             94.33 23.1    never smoked      0
## 1257          Rural             78.43 18.8    never smoked      0
## 1258          Rural            217.39 50.6         Unknown      0
## 1259          Urban             82.77 36.3         Unknown      0
## 1260          Rural             88.13 32.8    never smoked      0
## 1261          Urban            102.77 35.8          smokes      0
## 1262          Rural            101.75 26.7          smokes      0
## 1263          Rural            113.34 26.3 formerly smoked      0
## 1264          Urban             63.33 26.5          smokes      0
## 1265          Urban             69.34 43.7    never smoked      0
## 1266          Rural            118.81 24.7         Unknown      0
## 1267          Urban             66.13 46.2    never smoked      0
## 1268          Urban             67.53 49.5 formerly smoked      0
## 1269          Urban             96.58 43.3    never smoked      0
## 1270          Urban             57.89 30.9 formerly smoked      0
## 1271          Rural             78.38 38.7         Unknown      0
## 1272          Urban             94.15 28.6    never smoked      0
## 1273          Urban             89.53 30.2         Unknown      0
## 1274          Urban            127.75 30.5    never smoked      0
## 1275          Rural             76.79 33.9         Unknown      0
## 1276          Rural            141.15 28.6    never smoked      0
## 1277          Urban             88.63 24.5    never smoked      0
## 1278          Urban            201.25   NA         Unknown      0
## 1279          Urban            130.15 17.2         Unknown      0
## 1280          Urban            108.03 27.2    never smoked      0
## 1281          Rural            104.07 19.3 formerly smoked      0
## 1282          Urban             88.83 18.5         Unknown      0
## 1283          Rural            197.79 32.0         Unknown      0
## 1284          Urban            150.45 44.5 formerly smoked      0
## 1285          Rural            100.39 37.0    never smoked      0
## 1286          Rural             79.92 30.8 formerly smoked      0
## 1287          Urban             96.79 24.7         Unknown      0
## 1288          Rural             86.84 18.3         Unknown      0
## 1289          Rural             61.27 44.0         Unknown      0
## 1290          Rural             72.61 27.6    never smoked      0
## 1291          Rural             82.41 45.4          smokes      0
## 1292          Urban             74.72 28.5    never smoked      0
## 1293          Rural             57.37 17.6         Unknown      0
## 1294          Rural             73.72   NA          smokes      0
## 1295          Urban             88.34 27.5    never smoked      0
## 1296          Rural            101.34 32.8    never smoked      0
## 1297          Rural            119.01 29.5    never smoked      0
## 1298          Rural             71.98 36.4    never smoked      0
## 1299          Urban             84.91 26.1         Unknown      0
## 1300          Rural             91.63 35.3         Unknown      0
## 1301          Urban            214.77   NA         Unknown      0
## 1302          Rural            145.71 18.1         Unknown      0
## 1303          Rural            167.31 27.1    never smoked      0
## 1304          Urban             63.65 23.0         Unknown      0
## 1305          Rural             79.63 55.0         Unknown      0
## 1306          Rural             87.49 26.6    never smoked      0
## 1307          Rural             98.74   NA    never smoked      0
## 1308          Rural             92.82 24.1    never smoked      0
## 1309          Urban             72.20 30.3 formerly smoked      0
## 1310          Rural            181.23 32.2 formerly smoked      0
## 1311          Urban             63.37 26.5    never smoked      0
## 1312          Urban             74.82 30.6    never smoked      0
## 1313          Rural             97.60 25.8         Unknown      0
## 1314          Rural             93.04 41.9          smokes      0
## 1315          Rural             97.12 29.2    never smoked      0
## 1316          Rural             82.81 44.3    never smoked      0
## 1317          Urban            134.45 29.1    never smoked      0
## 1318          Rural             98.67 17.5         Unknown      0
## 1319          Urban             85.82 31.9    never smoked      0
## 1320          Rural            189.45 32.2    never smoked      0
## 1321          Rural            144.16 26.0          smokes      0
## 1322          Rural             82.56 25.4 formerly smoked      0
## 1323          Urban            206.40 54.8    never smoked      0
## 1324          Urban             67.97 27.9    never smoked      0
## 1325          Urban             84.86   NA         Unknown      0
## 1326          Urban             71.70 32.8    never smoked      0
## 1327          Urban             72.02 34.0 formerly smoked      0
## 1328          Urban             61.81 25.5         Unknown      0
## 1329          Urban            103.09 35.6         Unknown      0
## 1330          Urban             73.75 28.3    never smoked      0
## 1331          Rural            156.70 36.9    never smoked      0
## 1332          Urban             70.87 22.1 formerly smoked      0
## 1333          Rural            138.47 31.5    never smoked      0
## 1334          Rural             64.66 26.7 formerly smoked      0
## 1335          Rural             91.88 24.9 formerly smoked      0
## 1336          Rural             74.79 32.4    never smoked      0
## 1337          Rural             78.18 32.2    never smoked      0
## 1338          Rural             77.82 30.3         Unknown      0
## 1339          Rural            112.23 28.7    never smoked      0
## 1340          Urban            178.76 24.1    never smoked      0
## 1341          Rural            121.43 25.3    never smoked      0
## 1342          Rural             94.22 24.8    never smoked      0
## 1343          Rural             67.27   NA formerly smoked      0
## 1344          Rural            197.58 34.8 formerly smoked      0
## 1345          Rural             86.37 39.2          smokes      0
## 1346          Urban            112.09 24.7          smokes      0
## 1347          Urban            199.96 28.6    never smoked      0
## 1348          Urban             85.33 27.7    never smoked      0
## 1349          Rural             86.33 33.1    never smoked      0
## 1350          Urban             80.47 27.3          smokes      0
## 1351          Urban             62.46 20.3 formerly smoked      0
## 1352          Rural             78.85 33.9    never smoked      0
## 1353          Rural             72.09   NA          smokes      0
## 1354          Rural            103.81 28.3    never smoked      0
## 1355          Urban             78.04 32.4          smokes      0
## 1356          Rural             94.67 19.7         Unknown      0
## 1357          Rural             62.25 33.7    never smoked      0
## 1358          Urban            155.17 35.5    never smoked      0
## 1359          Urban             83.28 20.0         Unknown      0
## 1360          Urban            132.41 16.3         Unknown      0
## 1361          Rural             62.78 36.4         Unknown      0
## 1362          Urban             89.96 28.1         Unknown      0
## 1363          Rural            103.25 26.9 formerly smoked      0
## 1364          Rural            126.99 29.4 formerly smoked      0
## 1365          Rural            102.27 17.2    never smoked      0
## 1366          Rural            113.63 26.5         Unknown      0
## 1367          Urban             86.09 19.5         Unknown      0
## 1368          Rural            108.08 30.6 formerly smoked      0
## 1369          Urban            108.34 31.9    never smoked      0
## 1370          Rural             56.07 26.6    never smoked      0
## 1371          Urban             82.91 19.9         Unknown      0
## 1372          Urban             94.75 18.0         Unknown      0
## 1373          Rural            101.79 26.7         Unknown      0
## 1374          Rural             88.41 25.3 formerly smoked      0
## 1375          Urban            101.05 31.4         Unknown      0
## 1376          Urban             85.07 21.1    never smoked      0
## 1377          Rural            108.10 17.9    never smoked      0
## 1378          Rural             93.17 27.5          smokes      0
## 1379          Urban            158.89 37.6          smokes      0
## 1380          Rural            205.77 24.1    never smoked      0
## 1381          Urban            112.34 18.1         Unknown      0
## 1382          Urban            119.03 31.0    never smoked      0
## 1383          Urban            237.21 26.6          smokes      0
## 1384          Urban             89.68 38.7    never smoked      0
## 1385          Rural            246.53 27.2 formerly smoked      0
## 1386          Urban             89.05 27.8 formerly smoked      0
## 1387          Rural             81.74 28.3         Unknown      0
## 1388          Rural             98.12 27.5    never smoked      0
## 1389          Rural            105.59 43.3          smokes      0
## 1390          Rural             86.00 20.1 formerly smoked      0
## 1391          Urban             65.51 25.9         Unknown      0
## 1392          Urban             61.78 25.8         Unknown      0
## 1393          Rural            109.56 16.4         Unknown      0
## 1394          Urban             65.82 29.4    never smoked      0
## 1395          Urban             90.16 28.9          smokes      0
## 1396          Urban             64.45 26.7    never smoked      0
## 1397          Urban             91.85 27.8    never smoked      0
## 1398          Rural             97.89 38.7 formerly smoked      0
## 1399          Rural            206.33 26.8    never smoked      0
## 1400          Rural             74.29 36.1    never smoked      0
## 1401          Rural            107.40 26.7          smokes      0
## 1402          Urban             87.72 27.0         Unknown      0
## 1403          Rural             85.99 21.2         Unknown      0
## 1404          Urban            100.84 21.0    never smoked      0
## 1405          Urban            124.61 37.4         Unknown      0
## 1406          Urban             86.55 26.5         Unknown      0
## 1407          Rural             90.42 28.9         Unknown      0
## 1408          Rural            100.85 29.5          smokes      0
## 1409          Urban             87.74 17.7         Unknown      0
## 1410          Rural             80.15 34.9 formerly smoked      0
## 1411          Urban            107.29 28.1    never smoked      0
## 1412          Urban            206.98 36.8          smokes      0
## 1413          Rural            227.28 33.3    never smoked      0
## 1414          Rural             80.43 29.2         Unknown      0
## 1415          Urban            228.70 34.0         Unknown      0
## 1416          Urban            120.07 33.9          smokes      0
## 1417          Rural             93.47 28.7    never smoked      0
## 1418          Urban             80.77 21.1    never smoked      0
## 1419          Rural            150.27 38.2          smokes      0
## 1420          Urban             81.94 27.7          smokes      0
## 1421          Urban             70.75 35.8         Unknown      0
## 1422          Urban             83.83 27.1         Unknown      0
## 1423          Urban             73.66 20.5    never smoked      0
## 1424          Urban            102.37 35.6    never smoked      0
## 1425          Rural             77.83 15.6         Unknown      0
## 1426          Urban             70.01 43.0         Unknown      0
## 1427          Rural            119.88 17.8         Unknown      0
## 1428          Rural             78.29   NA          smokes      0
## 1429          Rural            169.97 25.8    never smoked      0
## 1430          Rural            123.79 20.5         Unknown      0
## 1431          Urban             80.98 19.9         Unknown      0
## 1432          Rural             84.21 24.4    never smoked      0
## 1433          Urban            101.31 18.3         Unknown      0
## 1434          Urban             86.26 35.1 formerly smoked      0
## 1435          Urban             92.86 35.1 formerly smoked      0
## 1436          Urban            140.28 37.1 formerly smoked      0
## 1437          Rural            244.28 29.4 formerly smoked      0
## 1438          Urban            124.16 31.7    never smoked      0
## 1439          Rural             93.55 31.4    never smoked      0
## 1440          Urban             99.34 33.1    never smoked      0
## 1441          Urban             59.87 28.5          smokes      0
## 1442          Rural             72.76 24.0 formerly smoked      0
## 1443          Rural             68.34 18.0         Unknown      0
## 1444          Urban             61.10 27.6          smokes      0
## 1445          Rural            120.77 16.9    never smoked      0
## 1446          Rural             60.39 16.4         Unknown      0
## 1447          Urban            126.34 35.1    never smoked      0
## 1448          Rural             93.24 28.8    never smoked      0
## 1449          Rural            154.75 17.6    never smoked      0
## 1450          Rural             62.81 21.3    never smoked      0
## 1451          Rural             65.96 19.7         Unknown      0
## 1452          Rural             79.53 37.3    never smoked      0
## 1453          Rural             96.85 35.5    never smoked      0
## 1454          Urban            251.99 25.5    never smoked      0
## 1455          Rural            115.13 30.0          smokes      0
## 1456          Urban            102.30 21.9         Unknown      0
## 1457          Urban             78.99 45.5    never smoked      0
## 1458          Rural            191.79   NA          smokes      0
## 1459          Rural             68.80 34.9    never smoked      0
## 1460          Rural             83.84 19.3 formerly smoked      0
## 1461          Urban             94.66 32.1 formerly smoked      0
## 1462          Rural            107.98 26.9    never smoked      0
## 1463          Rural             61.01 32.5         Unknown      0
## 1464          Urban            135.64 19.5    never smoked      0
## 1465          Urban             92.65 31.7    never smoked      0
## 1466          Rural            121.11 21.0         Unknown      0
## 1467          Rural            163.56   NA formerly smoked      0
## 1468          Urban            107.69 20.3         Unknown      0
## 1469          Rural            216.88   NA          smokes      0
## 1470          Rural             70.15 21.5         Unknown      0
## 1471          Urban             83.02 40.4         Unknown      0
## 1472          Urban             87.94   NA         Unknown      0
## 1473          Urban            222.29 30.1    never smoked      0
## 1474          Urban            139.43 40.2 formerly smoked      0
## 1475          Urban            213.11 34.7    never smoked      0
## 1476          Rural             77.23 25.9          smokes      0
## 1477          Urban             58.48 23.7    never smoked      0
## 1478          Rural             87.33 34.3    never smoked      0
## 1479          Rural            102.34 34.3    never smoked      0
## 1480          Rural            151.30 26.3    never smoked      0
## 1481          Urban            144.23 22.1 formerly smoked      0
## 1482          Rural            110.60 33.3 formerly smoked      0
## 1483          Urban             80.28 37.3    never smoked      0
## 1484          Rural            111.02 20.5         Unknown      0
## 1485          Rural            114.88 19.1         Unknown      0
## 1486          Urban            227.51 34.7 formerly smoked      0
## 1487          Urban            111.65 16.3         Unknown      0
## 1488          Urban            201.01 28.0    never smoked      0
## 1489          Urban            129.01 17.2         Unknown      0
## 1490          Rural            124.08 41.1         Unknown      0
## 1491          Rural            107.91 25.0         Unknown      0
## 1492          Rural             95.40 27.5    never smoked      0
## 1493          Rural             65.90 21.5    never smoked      0
## 1494          Urban             78.98 15.1         Unknown      0
## 1495          Rural            111.33 29.6 formerly smoked      0
## 1496          Rural            104.36 30.2    never smoked      0
## 1497          Urban            123.87 34.9         Unknown      0
## 1498          Rural            210.00 30.7 formerly smoked      0
## 1499          Rural             86.86 36.5         Unknown      0
## 1500          Rural            113.96 21.5         Unknown      0
## 1501          Rural             81.28 33.2          smokes      0
## 1502          Rural            102.50 50.2    never smoked      0
## 1503          Rural             78.05 22.3    never smoked      0
## 1504          Urban            237.58   NA formerly smoked      0
## 1505          Urban             86.07 27.3         Unknown      0
## 1506          Rural             59.05 28.3 formerly smoked      0
## 1507          Rural             95.88 31.9         Unknown      0
## 1508          Rural             70.18 24.9         Unknown      0
## 1509          Rural            111.13 32.7 formerly smoked      0
## 1510          Urban             79.30 26.4         Unknown      0
## 1511          Urban             65.84 24.8          smokes      0
## 1512          Rural            123.49 30.7          smokes      0
## 1513          Rural            207.45 25.4          smokes      0
## 1514          Rural            143.45 32.0          smokes      0
## 1515          Rural             89.11 24.4    never smoked      0
## 1516          Rural             58.30 20.4    never smoked      0
## 1517          Urban             78.68 29.5    never smoked      0
## 1518          Urban             98.91 24.4    never smoked      0
## 1519          Rural             67.92 22.8          smokes      0
## 1520          Rural             73.00 20.0    never smoked      0
## 1521          Rural             97.50 36.3 formerly smoked      0
## 1522          Urban            108.43 32.8          smokes      0
## 1523          Urban             90.43 34.4 formerly smoked      0
## 1524          Urban             76.30 30.5    never smoked      0
## 1525          Rural            121.27 29.7          smokes      0
## 1526          Urban            119.67 36.9         Unknown      0
## 1527          Urban            226.93 34.2          smokes      0
## 1528          Rural             76.11 37.0         Unknown      0
## 1529          Urban             93.23   NA          smokes      0
## 1530          Urban            253.16 47.5         Unknown      0
## 1531          Urban            101.02 24.2          smokes      0
## 1532          Rural            238.53 30.6    never smoked      0
## 1533          Rural             79.18 52.8 formerly smoked      0
## 1534          Urban            207.79 38.6    never smoked      0
## 1535          Rural            196.20 32.8    never smoked      0
## 1536          Urban            231.76 42.9    never smoked      0
## 1537          Rural             93.30 25.9         Unknown      0
## 1538          Urban            110.47 24.7          smokes      0
## 1539          Rural             77.52 35.8    never smoked      0
## 1540          Urban             91.23   NA          smokes      0
## 1541          Rural            216.92 31.2         Unknown      0
## 1542          Urban            157.01 26.1          smokes      0
## 1543          Urban             93.51 30.8    never smoked      0
## 1544          Rural            102.54 40.5    never smoked      0
## 1545          Rural             87.78 25.2 formerly smoked      0
## 1546          Urban            126.67 28.7          smokes      0
## 1547          Rural             93.60   NA    never smoked      0
## 1548          Rural            194.98 30.4         Unknown      0
## 1549          Rural             99.96 15.2         Unknown      0
## 1550          Urban             58.87 36.6    never smoked      0
## 1551          Urban             77.67 34.5         Unknown      0
## 1552          Urban             83.14 23.7    never smoked      0
## 1553          Urban             69.18 35.7          smokes      0
## 1554          Rural            218.54 38.9          smokes      0
## 1555          Urban             71.22 40.0    never smoked      0
## 1556          Urban             82.41 18.4         Unknown      0
## 1557          Rural             82.07 29.0    never smoked      0
## 1558          Urban             73.00 20.6    never smoked      0
## 1559          Rural            127.25 28.2         Unknown      0
## 1560          Rural             72.63 66.8         Unknown      0
## 1561          Rural            108.20 26.2    never smoked      0
## 1562          Urban            123.95 34.8 formerly smoked      0
## 1563          Urban             58.71 34.5    never smoked      0
## 1564          Rural             98.46 30.6    never smoked      0
## 1565          Rural             68.78 55.1 formerly smoked      0
## 1566          Rural            133.63 18.8         Unknown      0
## 1567          Rural            101.43 29.1         Unknown      0
## 1568          Rural             65.30 22.1          smokes      0
## 1569          Urban             72.49 28.9          smokes      0
## 1570          Urban             65.49 34.7         Unknown      0
## 1571          Urban             63.40 20.3          smokes      0
## 1572          Rural            105.29 25.1 formerly smoked      0
## 1573          Urban             64.08 18.2         Unknown      0
## 1574          Urban             78.34 25.5    never smoked      0
## 1575          Rural             66.32 34.4 formerly smoked      0
## 1576          Rural            168.15 48.5    never smoked      0
## 1577          Rural             93.48 25.2 formerly smoked      0
## 1578          Urban             79.20 32.5    never smoked      0
## 1579          Rural            107.45 42.1 formerly smoked      0
## 1580          Rural             83.86 19.5    never smoked      0
## 1581          Rural            119.96 27.7    never smoked      0
## 1582          Rural             70.58 25.1    never smoked      0
## 1583          Rural             87.70 29.6    never smoked      0
## 1584          Urban             65.29 32.9    never smoked      0
## 1585          Urban             97.14 55.9    never smoked      0
## 1586          Urban            110.68 25.1 formerly smoked      0
## 1587          Urban             91.93 24.7          smokes      0
## 1588          Urban             88.54 17.5         Unknown      0
## 1589          Urban            183.00 20.8         Unknown      0
## 1590          Rural            115.93 23.3    never smoked      0
## 1591          Urban             99.13 22.8         Unknown      0
## 1592          Rural             69.24 26.6    never smoked      0
## 1593          Rural            102.28 25.5    never smoked      0
## 1594          Urban             71.31 25.8    never smoked      0
## 1595          Rural             89.75 25.4    never smoked      0
## 1596          Urban             87.66 57.3    never smoked      0
## 1597          Rural            237.17   NA         Unknown      0
## 1598          Urban             81.11 20.2         Unknown      0
## 1599          Urban            178.33 27.7    never smoked      0
## 1600          Rural             81.38 23.1         Unknown      0
## 1601          Urban            109.56 14.3         Unknown      0
## 1602          Rural             70.45 23.3          smokes      0
## 1603          Rural             73.44 23.4         Unknown      0
## 1604          Urban            146.44 22.8 formerly smoked      0
## 1605          Urban             65.04 30.9    never smoked      0
## 1606          Rural            151.25 28.4         Unknown      0
## 1607          Rural            106.41 41.9          smokes      0
## 1608          Urban            197.09 34.3         Unknown      0
## 1609          Urban             93.58 25.1          smokes      0
## 1610          Rural            122.04 10.3         Unknown      0
## 1611          Rural             80.06 31.8         Unknown      0
## 1612          Urban             84.93 31.8         Unknown      0
## 1613          Urban             68.40 23.0    never smoked      0
## 1614          Urban             62.99 25.4 formerly smoked      0
## 1615          Urban            139.67 14.1         Unknown      0
## 1616          Urban            113.40 35.1          smokes      0
## 1617          Urban            101.92 26.9         Unknown      0
## 1618          Urban             65.98 33.0 formerly smoked      0
## 1619          Urban             84.30 22.1         Unknown      0
## 1620          Urban             61.42 20.8         Unknown      0
## 1621          Rural             85.52 30.0    never smoked      0
## 1622          Urban             83.79 44.0         Unknown      0
## 1623          Urban             73.83 16.6         Unknown      0
## 1624          Rural             69.38 28.4    never smoked      0
## 1625          Urban             66.11 26.3    never smoked      0
## 1626          Urban            149.62 39.4 formerly smoked      0
## 1627          Urban            242.84 15.7          smokes      0
## 1628          Urban            202.66 34.1          smokes      0
## 1629          Rural            216.90 29.8 formerly smoked      0
## 1630          Urban            103.78 23.6         Unknown      0
## 1631          Rural            114.88 18.3 formerly smoked      0
## 1632          Urban             75.94 28.3    never smoked      0
## 1633          Rural             55.51 18.5         Unknown      0
## 1634          Rural             93.74 18.4         Unknown      0
## 1635          Urban             71.44 24.1          smokes      0
## 1636          Urban             58.29 25.5 formerly smoked      0
## 1637          Urban            115.83 25.3    never smoked      0
## 1638          Urban            102.71 39.9 formerly smoked      0
## 1639          Urban             99.69 28.8          smokes      0
## 1640          Rural            102.89 37.2 formerly smoked      0
## 1641          Urban             79.05   NA         Unknown      0
## 1642          Rural             56.63 49.8    never smoked      0
## 1643          Rural             87.34 34.3 formerly smoked      0
## 1644          Rural            109.51 29.0    never smoked      0
## 1645          Urban             81.43   NA formerly smoked      0
## 1646          Urban             78.59 37.2    never smoked      0
## 1647          Urban            101.22   NA formerly smoked      0
## 1648          Urban             78.26 19.4         Unknown      0
## 1649          Rural            105.47 26.2    never smoked      0
## 1650          Urban             68.19 21.1    never smoked      0
## 1651          Urban            210.00   NA    never smoked      0
## 1652          Rural            114.47 31.6          smokes      0
## 1653          Urban             66.85 29.3         Unknown      0
## 1654          Rural             94.71 28.4          smokes      0
## 1655          Urban            208.05 35.3          smokes      0
## 1656          Rural            222.60 40.1          smokes      0
## 1657          Urban             80.81 39.0 formerly smoked      0
## 1658          Rural             64.51 31.5    never smoked      0
## 1659          Urban            151.56 28.5         Unknown      0
## 1660          Urban            199.14 28.5    never smoked      0
## 1661          Rural             73.41 56.0          smokes      0
## 1662          Urban            109.65 28.6 formerly smoked      0
## 1663          Rural             69.11 35.2    never smoked      0
## 1664          Urban            114.41 32.5    never smoked      0
## 1665          Urban            103.46 35.9    never smoked      0
## 1666          Rural             95.36 25.1    never smoked      0
## 1667          Urban             57.33 16.8         Unknown      0
## 1668          Rural            191.48 27.9          smokes      0
## 1669          Rural             71.63 16.3         Unknown      0
## 1670          Urban             94.00   NA         Unknown      0
## 1671          Rural             93.77   NA         Unknown      0
## 1672          Urban             84.75 21.4         Unknown      0
## 1673          Rural             89.24 32.7 formerly smoked      0
## 1674          Urban             70.13 23.6    never smoked      0
## 1675          Urban             82.26 19.8 formerly smoked      0
## 1676          Urban            200.16 33.1    never smoked      0
## 1677          Urban             80.73 28.1          smokes      0
## 1678          Urban             75.09 38.9 formerly smoked      0
## 1679          Urban             80.57 23.8    never smoked      0
## 1680          Rural             77.04 33.8 formerly smoked      0
## 1681          Urban            145.26 26.7         Unknown      0
## 1682          Urban            190.40   NA formerly smoked      0
## 1683          Urban             82.08 32.2 formerly smoked      0
## 1684          Rural            103.35 28.1 formerly smoked      0
## 1685          Urban             97.46 21.3         Unknown      0
## 1686          Urban            123.65 44.0          smokes      0
## 1687          Urban             87.96 21.5 formerly smoked      0
## 1688          Urban             85.92 37.3          smokes      0
## 1689          Urban             80.80 44.8    never smoked      0
## 1690          Rural             99.30 21.4    never smoked      0
## 1691          Rural             62.56 32.3    never smoked      0
## 1692          Urban            144.20 35.4          smokes      0
## 1693          Urban             71.38 19.7    never smoked      0
## 1694          Urban             95.50 31.3         Unknown      0
## 1695          Urban             67.06 35.5    never smoked      0
## 1696          Rural             70.16 25.8 formerly smoked      0
## 1697          Urban            104.24 32.8         Unknown      0
## 1698          Rural            122.48 35.9          smokes      0
## 1699          Urban            215.90 41.8          smokes      0
## 1700          Rural            108.56 27.3 formerly smoked      0
## 1701          Urban             69.88 27.7         Unknown      0
## 1702          Rural             91.54 13.4         Unknown      0
## 1703          Rural             65.85 17.0         Unknown      0
## 1704          Rural             60.74 20.0    never smoked      0
## 1705          Rural            233.52 40.9    never smoked      0
## 1706          Urban            110.70 38.5    never smoked      0
## 1707          Rural             78.93 30.9 formerly smoked      0
## 1708          Urban            124.50 33.4         Unknown      0
## 1709          Urban             57.95 17.1         Unknown      0
## 1710          Rural             92.82 28.6         Unknown      0
## 1711          Rural             58.25 24.0          smokes      0
## 1712          Rural            213.54 32.0    never smoked      0
## 1713          Urban             74.86 28.4    never smoked      0
## 1714          Urban             78.35 20.3         Unknown      0
## 1715          Urban            101.26 33.8         Unknown      0
## 1716          Urban             86.87 43.2         Unknown      0
## 1717          Rural            124.01 22.7         Unknown      0
## 1718          Urban             83.41 29.9    never smoked      0
## 1719          Urban            188.69   NA formerly smoked      0
## 1720          Rural             86.51   NA formerly smoked      0
## 1721          Rural             70.65 29.9         Unknown      0
## 1722          Rural             92.40 22.7         Unknown      0
## 1723          Urban             73.36 16.1    never smoked      0
## 1724          Urban            219.50 33.8 formerly smoked      0
## 1725          Rural            105.73 22.6    never smoked      0
## 1726          Rural             83.79 25.5          smokes      0
## 1727          Urban             58.02 22.5         Unknown      0
## 1728          Rural             61.94 27.9 formerly smoked      0
## 1729          Rural             99.71 23.5         Unknown      0
## 1730          Rural             63.19 32.2    never smoked      0
## 1731          Rural            107.11   NA          smokes      0
## 1732          Urban             56.84 29.9          smokes      0
## 1733          Rural            217.66 28.7 formerly smoked      0
## 1734          Rural             77.19 37.2          smokes      0
## 1735          Rural             76.22 22.2 formerly smoked      0
## 1736          Rural            155.32 26.6 formerly smoked      0
## 1737          Urban             70.67 24.6          smokes      0
## 1738          Urban            227.16 41.7    never smoked      0
## 1739          Rural             58.69 26.2 formerly smoked      0
## 1740          Urban             88.85 27.1         Unknown      0
## 1741          Urban            137.94 41.8    never smoked      0
## 1742          Urban             60.60 34.2    never smoked      0
## 1743          Rural             93.67 19.2    never smoked      0
## 1744          Urban             79.56 25.2    never smoked      0
## 1745          Rural            122.46 18.7    never smoked      0
## 1746          Urban             92.32 43.0    never smoked      0
## 1747          Rural             80.63 28.2          smokes      0
## 1748          Urban             92.32 34.7          smokes      0
## 1749          Urban             59.89 25.5    never smoked      0
## 1750          Urban             80.57 39.8          smokes      0
## 1751          Urban             88.52 20.8 formerly smoked      0
## 1752          Urban             88.82 28.2 formerly smoked      0
## 1753          Rural            102.08 31.0          smokes      0
## 1754          Urban             71.38   NA formerly smoked      0
## 1755          Rural             84.90 21.6    never smoked      0
## 1756          Urban             82.21 26.2         Unknown      0
## 1757          Rural            209.90   NA          smokes      0
## 1758          Urban             74.05 26.0         Unknown      0
## 1759          Urban             90.46 22.5         Unknown      0
## 1760          Rural            176.48 24.0 formerly smoked      0
## 1761          Urban             94.07 31.5    never smoked      0
## 1762          Urban             85.12 36.3 formerly smoked      0
## 1763          Urban             71.81 25.4         Unknown      0
## 1764          Rural            111.93 32.2    never smoked      0
## 1765          Urban             94.40 39.8         Unknown      0
## 1766          Urban             70.00 18.6         Unknown      0
## 1767          Rural             95.57 30.7          smokes      0
## 1768          Urban             91.98 16.4         Unknown      0
## 1769          Urban             66.29 20.5          smokes      0
## 1770          Rural            211.88 28.7    never smoked      0
## 1771          Rural             76.55 29.0          smokes      0
## 1772          Urban             56.67 24.4    never smoked      0
## 1773          Rural            100.52 29.9         Unknown      0
## 1774          Rural             58.96 25.3         Unknown      0
## 1775          Rural             81.66 23.5 formerly smoked      0
## 1776          Rural             96.77 20.5    never smoked      0
## 1777          Rural             91.63 33.5          smokes      0
## 1778          Urban             97.51 22.0         Unknown      0
## 1779          Rural            225.60 29.0    never smoked      0
## 1780          Rural             95.58   NA          smokes      0
## 1781          Rural            210.23 30.7    never smoked      0
## 1782          Urban             92.82 37.4    never smoked      0
## 1783          Rural            234.82 51.8    never smoked      0
## 1784          Rural             65.67 16.6         Unknown      0
## 1785          Urban             74.51 29.5         Unknown      0
## 1786          Rural             81.99 27.3 formerly smoked      0
## 1787          Urban             87.69 27.5 formerly smoked      0
## 1788          Rural            125.29 33.9    never smoked      0
## 1789          Rural            111.64 27.9         Unknown      0
## 1790          Urban             70.93 22.9    never smoked      0
## 1791          Urban             89.93 32.1    never smoked      0
## 1792          Rural            137.45 18.2         Unknown      0
## 1793          Rural             72.06 30.2 formerly smoked      0
## 1794          Rural             97.90 31.3 formerly smoked      0
## 1795          Urban             84.85 20.3         Unknown      0
## 1796          Rural            230.59 23.2 formerly smoked      0
## 1797          Rural             92.81 30.8         Unknown      0
## 1798          Urban            168.15 22.9    never smoked      0
## 1799          Urban            224.63 42.8    never smoked      0
## 1800          Urban            108.12 22.2         Unknown      0
## 1801          Rural             85.17 28.7          smokes      0
## 1802          Urban             84.14 32.3    never smoked      0
## 1803          Rural             85.57 24.2 formerly smoked      0
## 1804          Urban             82.81 23.9    never smoked      0
## 1805          Urban            110.53 34.2    never smoked      0
## 1806          Rural             61.88 29.0         Unknown      0
## 1807          Urban             85.04 29.9    never smoked      0
## 1808          Urban            140.40 23.0          smokes      0
## 1809          Urban             62.27 17.3         Unknown      0
## 1810          Rural             99.44 21.0    never smoked      0
## 1811          Rural             88.90 34.3         Unknown      0
## 1812          Urban             64.10 19.8         Unknown      0
## 1813          Urban             97.58 24.3         Unknown      0
## 1814          Rural             58.66 16.4    never smoked      0
## 1815          Urban             88.24 32.6         Unknown      0
## 1816          Urban             61.32 23.7          smokes      0
## 1817          Urban            185.71   NA         Unknown      0
## 1818          Rural             62.99 27.0 formerly smoked      0
## 1819          Urban             86.04 25.6          smokes      0
## 1820          Rural             83.30 34.0 formerly smoked      0
## 1821          Urban            208.17 24.9    never smoked      0
## 1822          Rural            133.20 26.3         Unknown      0
## 1823          Rural             81.54 43.1         Unknown      0
## 1824          Rural            146.61 39.6    never smoked      0
## 1825          Urban             79.33 15.2         Unknown      0
## 1826          Rural             84.56 41.8    never smoked      0
## 1827          Rural            103.44 20.1    never smoked      0
## 1828          Urban            185.31 39.3    never smoked      0
## 1829          Urban            102.53 28.3 formerly smoked      0
## 1830          Urban             65.78 27.5         Unknown      0
## 1831          Rural             62.60 33.9    never smoked      0
## 1832          Rural             81.18 20.0         Unknown      0
## 1833          Rural             76.68 34.8          smokes      0
## 1834          Urban             92.86 20.7 formerly smoked      0
## 1835          Urban             90.95 24.6          smokes      0
## 1836          Urban             85.66 39.4    never smoked      0
## 1837          Urban             88.20   NA          smokes      0
## 1838          Urban            203.04   NA          smokes      0
## 1839          Rural             68.37 29.4          smokes      0
## 1840          Urban             77.32 24.8         Unknown      0
## 1841          Rural            187.87 32.3    never smoked      0
## 1842          Rural            213.87 25.3    never smoked      0
## 1843          Rural            119.62 39.0         Unknown      0
## 1844          Urban            222.85 29.4 formerly smoked      0
## 1845          Rural            100.82 31.9         Unknown      0
## 1846          Rural            136.10 26.4         Unknown      0
## 1847          Rural            149.42 20.6         Unknown      0
## 1848          Rural             79.99 26.3    never smoked      0
## 1849          Rural            118.21 23.6         Unknown      0
## 1850          Rural             56.30 18.0         Unknown      0
## 1851          Rural             84.49 26.4    never smoked      0
## 1852          Rural             89.61 22.0    never smoked      0
## 1853          Rural            100.09 30.5         Unknown      0
## 1854          Urban            198.36 29.1          smokes      0
## 1855          Rural             93.61 24.9    never smoked      0
## 1856          Rural             75.43 36.4          smokes      0
## 1857          Urban            100.31 31.2          smokes      0
## 1858          Rural            105.63 32.8    never smoked      0
## 1859          Rural             82.84 31.6    never smoked      0
## 1860          Urban             58.88 35.8         Unknown      0
## 1861          Urban             92.27 35.2 formerly smoked      0
## 1862          Urban            115.23 28.0    never smoked      0
## 1863          Urban            196.25 24.9          smokes      0
## 1864          Rural             85.97 35.7         Unknown      0
## 1865          Urban            114.33 30.7          smokes      0
## 1866          Rural             72.52 33.9    never smoked      0
## 1867          Rural             99.87   NA formerly smoked      0
## 1868          Rural             63.47 27.8         Unknown      0
## 1869          Urban             90.58 23.2         Unknown      0
## 1870          Rural             92.26 17.1         Unknown      0
## 1871          Urban            113.74 31.6          smokes      0
## 1872          Urban             72.79 23.8          smokes      0
## 1873          Rural             94.71 29.6          smokes      0
## 1874          Rural            194.53 45.0    never smoked      0
## 1875          Urban             72.65 25.6         Unknown      0
## 1876          Urban             86.68 27.7 formerly smoked      0
## 1877          Rural            140.39 25.5    never smoked      0
## 1878          Rural             77.87 18.3         Unknown      0
## 1879          Rural            104.70 21.0 formerly smoked      0
## 1880          Urban             95.82 28.6    never smoked      0
## 1881          Urban            204.05 23.5    never smoked      0
## 1882          Urban            130.56 36.1         Unknown      0
## 1883          Urban             67.78 29.2          smokes      0
## 1884          Urban            105.29 27.6 formerly smoked      0
## 1885          Urban            135.19 36.0          smokes      0
## 1886          Urban            116.12 20.4          smokes      0
## 1887          Rural             59.63 19.9    never smoked      0
## 1888          Rural             56.43 29.2 formerly smoked      0
## 1889          Rural            199.18 27.9    never smoked      0
## 1890          Rural            209.26 38.1 formerly smoked      0
## 1891          Urban             91.21 24.1    never smoked      0
## 1892          Urban             95.16 37.8 formerly smoked      0
## 1893          Urban            217.11 29.1    never smoked      0
## 1894          Urban            222.46 35.7    never smoked      0
## 1895          Rural             70.96   NA         Unknown      0
## 1896          Rural             82.44 34.5    never smoked      0
## 1897          Rural             74.11 34.1          smokes      0
## 1898          Urban            131.23 21.1         Unknown      0
## 1899          Urban            187.52 57.7    never smoked      0
## 1900          Rural             83.26 22.2    never smoked      0
## 1901          Rural             99.07 20.5         Unknown      0
## 1902          Urban             76.63 26.2    never smoked      0
## 1903          Rural             65.09 23.5    never smoked      0
## 1904          Urban            142.31 29.1          smokes      0
## 1905          Urban             80.99 39.8         Unknown      0
## 1906          Rural            237.74 21.2    never smoked      0
## 1907          Urban             74.26   NA formerly smoked      0
## 1908          Rural            154.08 20.2 formerly smoked      0
## 1909          Rural             78.29 30.8    never smoked      0
## 1910          Urban            164.67 33.8         Unknown      0
## 1911          Rural             59.61 17.1         Unknown      0
## 1912          Urban             67.75 21.3 formerly smoked      0
## 1913          Urban             92.73   NA    never smoked      0
## 1914          Urban             90.35 22.3    never smoked      0
## 1915          Rural             77.86 28.9    never smoked      0
## 1916          Rural             71.88 26.7    never smoked      0
## 1917          Urban            118.82 41.0          smokes      0
## 1918          Urban             67.33 16.7         Unknown      0
## 1919          Urban            121.66 29.1          smokes      0
## 1920          Rural            111.92 23.6         Unknown      0
## 1921          Urban             92.82 27.8 formerly smoked      0
## 1922          Rural             95.46 31.4          smokes      0
## 1923          Urban             59.99 28.2    never smoked      0
## 1924          Rural             68.96 30.8         Unknown      0
## 1925          Urban             90.26 36.1    never smoked      0
## 1926          Rural             91.90 32.7 formerly smoked      0
## 1927          Urban             91.08 26.4    never smoked      0
## 1928          Rural            118.55 20.7         Unknown      0
## 1929          Rural            102.04 18.5         Unknown      0
## 1930          Rural             65.52 33.5         Unknown      0
## 1931          Urban             82.09 14.1    never smoked      0
## 1932          Rural            149.90 23.4         Unknown      0
## 1933          Rural            100.33 23.2    never smoked      0
## 1934          Urban             91.25 36.0         Unknown      0
## 1935          Rural             89.81 35.6    never smoked      0
## 1936          Urban             97.32 21.8          smokes      0
## 1937          Rural             75.53 34.9    never smoked      0
## 1938          Rural            121.44 20.4    never smoked      0
## 1939          Urban             83.52 25.0    never smoked      0
## 1940          Rural             57.92 22.3         Unknown      0
## 1941          Rural             75.27 27.3    never smoked      0
## 1942          Urban             80.24 28.9    never smoked      0
## 1943          Urban             88.69 30.4         Unknown      0
## 1944          Urban             69.09 36.9 formerly smoked      0
## 1945          Rural             62.67 27.7    never smoked      0
## 1946          Urban             98.74 44.4    never smoked      0
## 1947          Rural             56.51 28.2          smokes      0
## 1948          Rural             65.95 35.0    never smoked      0
## 1949          Urban            129.07 20.6         Unknown      0
## 1950          Urban             62.47 26.5    never smoked      0
## 1951          Urban             69.82 25.1    never smoked      0
## 1952          Urban             99.68 22.2         Unknown      0
## 1953          Urban            223.35 27.3 formerly smoked      0
## 1954          Rural             74.36 27.3    never smoked      0
## 1955          Rural            102.97 41.9 formerly smoked      0
## 1956          Urban            153.38 38.8    never smoked      0
## 1957          Rural             87.10 18.3    never smoked      0
## 1958          Urban            113.40 19.5         Unknown      0
## 1959          Rural             94.88 17.2         Unknown      0
## 1960          Urban             82.73 20.8         Unknown      0
## 1961          Rural             67.80 23.8         Unknown      0
## 1962          Urban             84.85 24.7    never smoked      0
## 1963          Rural            135.89 23.1 formerly smoked      0
## 1964          Urban            106.13 22.4    never smoked      0
## 1965          Rural             74.33 29.9          smokes      0
## 1966          Rural            109.40 20.0         Unknown      0
## 1967          Rural             75.40 28.7         Unknown      0
## 1968          Rural             87.69 26.2 formerly smoked      0
## 1969          Urban             95.85 29.6          smokes      0
## 1970          Urban             90.36 30.8 formerly smoked      0
## 1971          Rural             63.45 32.7 formerly smoked      0
## 1972          Rural            201.07 21.8         Unknown      0
## 1973          Urban            122.91 35.7    never smoked      0
## 1974          Rural             55.41 25.4         Unknown      0
## 1975          Urban             60.99 32.8         Unknown      0
## 1976          Rural            111.77 21.1         Unknown      0
## 1977          Urban             77.63 31.7    never smoked      0
## 1978          Urban             70.61 20.0    never smoked      0
## 1979          Urban            124.34 34.7 formerly smoked      0
## 1980          Urban            103.44 28.0    never smoked      0
## 1981          Urban            124.50 16.4         Unknown      0
## 1982          Urban            208.06   NA          smokes      0
## 1983          Urban             75.50 24.6    never smoked      0
## 1984          Urban             98.85 24.6    never smoked      0
## 1985          Rural             96.06 30.3         Unknown      0
## 1986          Rural             93.74 23.7         Unknown      0
## 1987          Urban             65.60 33.5    never smoked      0
## 1988          Urban            113.24 24.9         Unknown      0
## 1989          Rural             94.77 48.9         Unknown      0
## 1990          Urban            145.22 31.4         Unknown      0
## 1991          Urban            112.92 18.4         Unknown      0
## 1992          Rural             84.79 24.2 formerly smoked      0
## 1993          Urban            103.28 34.3          smokes      0
## 1994          Urban            109.00   NA         Unknown      0
## 1995          Rural             96.18 25.1    never smoked      0
## 1996          Rural            186.95 33.3    never smoked      0
## 1997          Urban             68.66 22.6         Unknown      0
## 1998          Rural            128.72 26.3          smokes      0
## 1999          Urban             85.04 29.7 formerly smoked      0
## 2000          Rural            146.97 18.5         Unknown      0
## 2001          Urban             65.69 21.4    never smoked      0
## 2002          Rural             97.52 45.5 formerly smoked      0
## 2003          Rural             90.43 34.2    never smoked      0
## 2004          Urban             81.71 32.7         Unknown      0
## 2005          Rural            198.24 38.1    never smoked      0
## 2006          Rural             90.51 26.7    never smoked      0
## 2007          Urban             97.78 22.6          smokes      0
## 2008          Urban             80.74 27.7         Unknown      0
## 2009          Rural             57.02 20.7         Unknown      0
## 2010          Rural             93.00 25.7    never smoked      0
## 2011          Rural             95.37 17.3         Unknown      0
## 2012          Rural             96.25 23.3 formerly smoked      0
## 2013          Rural             86.74 16.2         Unknown      0
## 2014          Urban             63.08 20.5          smokes      0
## 2015          Urban            129.16 33.6          smokes      0
## 2016          Urban             99.79 20.2         Unknown      0
## 2017          Urban             83.34 49.3    never smoked      0
## 2018          Urban             95.01 26.2 formerly smoked      0
## 2019          Urban            229.21 30.1          smokes      0
## 2020          Urban             80.08 25.1    never smoked      0
## 2021          Rural             62.00 32.7          smokes      0
## 2022          Rural            118.69 26.4         Unknown      0
## 2023          Rural             77.57 21.0         Unknown      0
## 2024          Rural            108.75 24.1         Unknown      0
## 2025          Urban            108.23 20.4         Unknown      0
## 2026          Rural            151.33 30.9 formerly smoked      0
## 2027          Rural             82.43 39.1         Unknown      0
## 2028          Rural            107.17 27.7         Unknown      0
## 2029          Rural             91.46 29.5    never smoked      0
## 2030          Urban             81.05 30.3         Unknown      0
## 2031          Urban             73.02   NA         Unknown      0
## 2032          Urban            114.37 37.8         Unknown      0
## 2033          Urban            100.29 30.2    never smoked      0
## 2034          Urban             68.37 24.2          smokes      0
## 2035          Rural             87.95 25.2    never smoked      0
## 2036          Urban             73.27 22.2          smokes      0
## 2037          Rural            131.43 17.7         Unknown      0
## 2038          Urban            107.29 29.6    never smoked      0
## 2039          Rural             68.24 32.2         Unknown      0
## 2040          Urban             74.01 28.7          smokes      0
## 2041          Urban             95.40 19.5         Unknown      0
## 2042          Rural             95.75 38.5          smokes      0
## 2043          Urban            104.51 20.6         Unknown      0
## 2044          Rural            108.87 21.5         Unknown      0
## 2045          Urban            209.06 43.8         Unknown      0
## 2046          Rural             86.57 18.0         Unknown      0
## 2047          Urban            120.25 28.2         Unknown      0
## 2048          Rural             85.51 26.6          smokes      0
## 2049          Rural             84.18 35.5    never smoked      0
## 2050          Urban             82.37 30.7    never smoked      0
## 2051          Rural             96.15 18.7         Unknown      0
## 2052          Rural             74.55 22.4    never smoked      0
## 2053          Urban            114.45 25.2          smokes      0
## 2054          Rural            113.68 24.2    never smoked      0
## 2055          Rural            107.91 20.5    never smoked      0
## 2056          Rural             83.85 24.5    never smoked      0
## 2057          Urban            101.30 24.8         Unknown      0
## 2058          Rural             72.13 42.6    never smoked      0
## 2059          Urban             94.98 23.8    never smoked      0
## 2060          Rural            228.42 42.3 formerly smoked      0
## 2061          Rural             93.90 42.2    never smoked      0
## 2062          Urban             93.13 26.1         Unknown      0
## 2063          Urban            121.60 22.8    never smoked      0
## 2064          Rural             84.40 42.3 formerly smoked      0
## 2065          Rural             82.13 28.5    never smoked      0
## 2066          Urban             73.33 23.0    never smoked      0
## 2067          Urban             75.88 32.8         Unknown      0
## 2068          Rural            212.97 49.8 formerly smoked      0
## 2069          Rural            100.41 23.8    never smoked      0
## 2070          Urban            202.05 31.7          smokes      0
## 2071          Urban             71.42 34.9          smokes      0
## 2072          Rural            107.50 54.0    never smoked      0
## 2073          Rural             55.57 26.8 formerly smoked      0
## 2074          Urban             58.14 21.3    never smoked      0
## 2075          Rural             78.53 19.8         Unknown      0
## 2076          Urban             78.79 42.4          smokes      0
## 2077          Urban             96.62 16.4         Unknown      0
## 2078          Rural             65.28 28.2    never smoked      0
## 2079          Rural             92.67 26.3 formerly smoked      0
## 2080          Rural            206.25 17.0         Unknown      0
## 2081          Urban            114.18 23.3    never smoked      0
## 2082          Rural            231.69 56.1 formerly smoked      0
## 2083          Rural            101.89 25.1          smokes      0
## 2084          Urban            107.22 35.3          smokes      0
## 2085          Rural            101.99 36.3    never smoked      0
## 2086          Rural             72.56 30.4 formerly smoked      0
## 2087          Urban             94.47 43.9    never smoked      0
## 2088          Urban             98.76 26.4          smokes      0
## 2089          Rural            116.93 28.3    never smoked      0
## 2090          Rural            219.96 42.3    never smoked      0
## 2091          Urban             75.77 38.0    never smoked      0
## 2092          Urban            124.35 32.7         Unknown      0
## 2093          Urban             88.97 28.8    never smoked      0
## 2094          Rural             72.49 38.5    never smoked      0
## 2095          Rural            107.27 30.1         Unknown      0
## 2096          Rural             97.96 31.3    never smoked      0
## 2097          Urban            197.69 28.4          smokes      0
## 2098          Rural            112.30 26.6         Unknown      0
## 2099          Urban             75.77 20.4 formerly smoked      0
## 2100          Urban             76.51 34.7         Unknown      0
## 2101          Urban             93.14 32.5    never smoked      0
## 2102          Rural             80.84 30.7         Unknown      0
## 2103          Rural            199.88 29.6 formerly smoked      0
## 2104          Rural             77.48   NA formerly smoked      0
## 2105          Rural             65.34 39.4    never smoked      0
## 2106          Urban             81.96   NA formerly smoked      0
## 2107          Urban             98.71 26.1 formerly smoked      0
## 2108          Rural            170.22 27.2 formerly smoked      0
## 2109          Urban             73.50 41.3          smokes      0
## 2110          Rural             72.39   NA          smokes      0
## 2111          Urban            102.96 20.9 formerly smoked      0
## 2112          Urban             80.72 41.5 formerly smoked      0
## 2113          Urban             74.19 31.1 formerly smoked      0
## 2114          Urban             77.12 24.5 formerly smoked      0
## 2115          Urban             81.20 23.0         Unknown      0
## 2116          Rural            114.76 24.7    never smoked      0
## 2117          Urban            109.97 19.3         Unknown      0
## 2118          Urban             92.87 37.0    never smoked      0
## 2119          Urban            113.05 31.0          smokes      0
## 2120          Urban             68.24 33.1 formerly smoked      0
## 2121          Rural             74.35 26.6          smokes      0
## 2122          Urban             91.08 27.7    never smoked      0
## 2123          Urban             88.83 40.3          smokes      0
## 2124          Rural            134.33 19.5         Unknown      0
## 2125          Rural            208.78 26.7         Unknown      0
## 2126          Rural             66.17 26.1    never smoked      0
## 2127          Rural            222.29 38.2    never smoked      0
## 2128          Rural            114.16 21.3          smokes      0
## 2129          Rural             61.67 97.6         Unknown      0
## 2130          Rural            220.36 40.9 formerly smoked      0
## 2131          Urban             76.03 27.3    never smoked      0
## 2132          Urban             73.06 20.9    never smoked      0
## 2133          Urban            187.88 29.2 formerly smoked      0
## 2134          Urban             79.89 17.9         Unknown      0
## 2135          Rural             79.02 38.0         Unknown      0
## 2136          Rural            191.66 26.1          smokes      0
## 2137          Urban             76.74 53.9         Unknown      0
## 2138          Urban             72.29 22.2         Unknown      0
## 2139          Urban             92.59 24.6 formerly smoked      0
## 2140          Rural             80.42 33.4 formerly smoked      0
## 2141          Rural             62.47 34.4 formerly smoked      0
## 2142          Rural             63.94 17.6    never smoked      0
## 2143          Rural             77.73 19.2    never smoked      0
## 2144          Rural            115.79 31.8         Unknown      0
## 2145          Urban             96.30 28.1          smokes      0
## 2146          Rural            107.46 32.1    never smoked      0
## 2147          Rural            108.33 17.4    never smoked      0
## 2148          Rural             89.37 20.2    never smoked      0
## 2149          Urban             93.64 23.4         Unknown      0
## 2150          Urban            217.75 39.5    never smoked      0
## 2151          Rural             83.44 21.5         Unknown      0
## 2152          Rural             93.88 24.3          smokes      0
## 2153          Urban             55.34 15.3         Unknown      0
## 2154          Rural            102.61 32.4         Unknown      0
## 2155          Rural             62.08 16.1         Unknown      0
## 2156          Rural             81.76 34.3 formerly smoked      0
## 2157          Urban             59.20 43.8    never smoked      0
## 2158          Urban             55.61 19.6         Unknown      0
## 2159          Urban            226.88 36.7 formerly smoked      0
## 2160          Urban             65.66 33.7    never smoked      0
## 2161          Urban             58.70 38.9          smokes      0
## 2162          Urban            186.40 28.0    never smoked      0
## 2163          Urban            122.32 23.9         Unknown      0
## 2164          Urban             59.05 16.6         Unknown      0
## 2165          Urban            149.13 42.9          smokes      0
## 2166          Urban             82.39 17.1    never smoked      0
## 2167          Rural            169.49 27.2         Unknown      0
## 2168          Rural             80.25 30.3 formerly smoked      0
## 2169          Urban            203.81 33.9 formerly smoked      0
## 2170          Urban            170.76 20.0         Unknown      0
## 2171          Rural             80.85 19.4         Unknown      0
## 2172          Rural            120.58 21.5    never smoked      0
## 2173          Rural             86.57 28.5 formerly smoked      0
## 2174          Urban             90.01 34.4          smokes      0
## 2175          Rural             68.84 43.7 formerly smoked      0
## 2176          Rural            155.14 13.7         Unknown      0
## 2177          Urban            158.48 33.7 formerly smoked      0
## 2178          Rural             92.56 18.0         Unknown      0
## 2179          Rural             90.15 27.9 formerly smoked      0
## 2180          Rural             80.09 21.8    never smoked      0
## 2181          Rural            189.44 35.8    never smoked      0
## 2182          Rural             70.03 23.1          smokes      0
## 2183          Rural            249.29 30.3          smokes      0
## 2184          Rural             72.52 32.0         Unknown      0
## 2185          Urban             96.93 25.0          smokes      0
## 2186          Urban            211.35 30.7 formerly smoked      0
## 2187          Rural             85.87 24.3         Unknown      0
## 2188          Rural             60.96 11.5    never smoked      0
## 2189          Urban            120.09 30.7    never smoked      0
## 2190          Urban             92.13 33.7    never smoked      0
## 2191          Urban             83.07 26.5          smokes      0
## 2192          Rural             77.67 17.6         Unknown      0
## 2193          Urban            109.51   NA    never smoked      0
## 2194          Urban             97.24 22.5    never smoked      0
## 2195          Rural            127.29 18.5         Unknown      0
## 2196          Urban            134.80 22.4    never smoked      0
## 2197          Urban             74.65 25.3 formerly smoked      0
## 2198          Urban             85.84 37.3    never smoked      0
## 2199          Urban             90.43 39.7          smokes      0
## 2200          Urban             74.35 28.0    never smoked      0
## 2201          Urban            206.59 41.4          smokes      0
## 2202          Urban            196.33 25.3    never smoked      0
## 2203          Rural             70.23 28.1    never smoked      0
## 2204          Urban            242.94 41.2    never smoked      0
## 2205          Rural            103.06 28.8    never smoked      0
## 2206          Urban             80.86 31.0          smokes      0
## 2207          Urban            114.32 28.3          smokes      0
## 2208          Urban             83.91 23.9         Unknown      0
## 2209          Rural            152.02 44.2 formerly smoked      0
## 2210          Rural             75.19 27.6    never smoked      0
## 2211          Urban             60.61 35.7 formerly smoked      0
## 2212          Rural             89.14 37.4 formerly smoked      0
## 2213          Urban             97.23 27.5         Unknown      0
## 2214          Rural            135.19 23.4    never smoked      0
## 2215          Urban             78.48 25.8 formerly smoked      0
## 2216          Rural             97.24   NA         Unknown      0
## 2217          Urban             75.92 22.8    never smoked      0
## 2218          Urban             93.30 19.5         Unknown      0
## 2219          Urban             97.39 38.0         Unknown      0
## 2220          Rural            134.61 23.4    never smoked      0
## 2221          Rural            104.02 29.5    never smoked      0
## 2222          Urban             56.90 28.2    never smoked      0
## 2223          Rural            112.66 14.2         Unknown      0
## 2224          Rural            226.75 28.9         Unknown      0
## 2225          Rural             76.28 31.4 formerly smoked      0
## 2226          Urban             90.01 32.4 formerly smoked      0
## 2227          Rural            107.84 22.0 formerly smoked      0
## 2228          Rural             71.06 26.4    never smoked      0
## 2229          Urban            185.00 26.1    never smoked      0
## 2230          Rural            104.42 37.6          smokes      0
## 2231          Urban             89.57 18.8         Unknown      0
## 2232          Rural            136.20 23.8         Unknown      0
## 2233          Urban            128.23 49.4    never smoked      0
## 2234          Rural            104.23 23.8          smokes      0
## 2235          Urban            133.82 20.4    never smoked      0
## 2236          Rural             80.82 40.3    never smoked      0
## 2237          Rural            102.35 23.6    never smoked      0
## 2238          Rural             88.48 34.3    never smoked      0
## 2239          Rural             88.81 32.7         Unknown      0
## 2240          Rural             75.09 28.7    never smoked      0
## 2241          Urban            199.83 24.5         Unknown      0
## 2242          Rural             73.69 24.8         Unknown      0
## 2243          Urban            111.27 23.2         Unknown      0
## 2244          Rural             68.44 23.0          smokes      0
## 2245          Urban             65.36 39.3    never smoked      0
## 2246          Urban             94.12 20.1    never smoked      0
## 2247          Rural             96.24 25.4    never smoked      0
## 2248          Rural             91.25 23.8         Unknown      0
## 2249          Rural             77.29 28.4    never smoked      0
## 2250          Rural            125.09 15.4         Unknown      0
## 2251          Urban            107.18 28.2    never smoked      0
## 2252          Urban            130.07 26.0    never smoked      0
## 2253          Urban             57.30 41.5    never smoked      0
## 2254          Rural            101.35 32.2    never smoked      0
## 2255          Rural             94.03 25.7    never smoked      0
## 2256          Urban            227.81 33.0 formerly smoked      0
## 2257          Urban             66.67 35.0          smokes      0
## 2258          Urban            240.81 27.4    never smoked      0
## 2259          Urban             88.02 16.4         Unknown      0
## 2260          Urban            152.87 31.5         Unknown      0
## 2261          Urban             96.04 29.2         Unknown      0
## 2262          Urban             60.35 25.9 formerly smoked      0
## 2263          Urban            118.66 32.3    never smoked      0
## 2264          Urban             89.03   NA          smokes      0
## 2265          Urban             58.51 30.4 formerly smoked      0
## 2266          Urban             96.04 45.1 formerly smoked      0
## 2267          Rural            110.92 25.9         Unknown      0
## 2268          Rural             92.72 36.6    never smoked      0
## 2269          Rural            108.23 18.6         Unknown      0
## 2270          Rural             56.34 27.5         Unknown      0
## 2271          Rural             61.83 31.3    never smoked      0
## 2272          Rural            131.99 37.5    never smoked      0
## 2273          Rural            136.81 23.1          smokes      0
## 2274          Rural            239.28 35.0    never smoked      0
## 2275          Urban            131.30 27.0    never smoked      0
## 2276          Rural            117.75 29.8    never smoked      0
## 2277          Urban             78.46 23.5         Unknown      0
## 2278          Rural             83.53 48.5 formerly smoked      0
## 2279          Rural            145.50 31.8 formerly smoked      0
## 2280          Urban             88.33 20.0         Unknown      0
## 2281          Rural            101.25 29.4 formerly smoked      0
## 2282          Urban            131.43 24.3    never smoked      0
## 2283          Rural            231.50 45.4    never smoked      0
## 2284          Rural             82.89 29.5    never smoked      0
## 2285          Rural            192.37 49.2    never smoked      0
## 2286          Rural             79.64   NA          smokes      0
## 2287          Rural             82.88 29.4         Unknown      0
## 2288          Rural             99.40 29.1    never smoked      0
## 2289          Urban             77.75 38.8          smokes      0
## 2290          Rural             75.03 23.4    never smoked      0
## 2291          Rural            220.47 48.7    never smoked      0
## 2292          Rural            196.91 19.7         Unknown      0
## 2293          Urban            180.80 20.3    never smoked      0
## 2294          Urban            247.48 33.5          smokes      0
## 2295          Urban            216.00 36.7          smokes      0
## 2296          Urban             75.64 24.4    never smoked      0
## 2297          Urban             95.07 38.8 formerly smoked      0
## 2298          Urban            129.97 44.2          smokes      0
## 2299          Urban            124.26 33.4    never smoked      0
## 2300          Urban             87.92 32.5         Unknown      0
## 2301          Rural             85.15 15.1         Unknown      0
## 2302          Rural             95.36 21.5          smokes      0
## 2303          Urban             87.16 30.4 formerly smoked      0
## 2304          Rural            219.39 33.4          smokes      0
## 2305          Urban             71.92 18.2         Unknown      0
## 2306          Urban            167.66 18.7         Unknown      0
## 2307          Rural             87.21 38.4         Unknown      0
## 2308          Rural            220.47 36.4          smokes      0
## 2309          Urban             80.47 20.6         Unknown      0
## 2310          Urban             89.95 48.9 formerly smoked      0
## 2311          Rural            111.32 18.2         Unknown      0
## 2312          Urban             65.01 17.0         Unknown      0
## 2313          Urban            110.07 31.8    never smoked      0
## 2314          Urban             60.56 33.0    never smoked      0
## 2315          Urban             89.83 24.7          smokes      0
## 2316          Rural             90.35 28.1         Unknown      0
## 2317          Urban             71.50 40.3          smokes      0
## 2318          Urban             71.71 35.2          smokes      0
## 2319          Urban            173.96 31.2 formerly smoked      0
## 2320          Urban             96.06 37.6    never smoked      0
## 2321          Urban            113.20 38.7          smokes      0
## 2322          Rural            106.03   NA         Unknown      0
## 2323          Rural            111.38   NA          smokes      0
## 2324          Rural             73.29 28.1          smokes      0
## 2325          Urban             65.71 29.2          smokes      0
## 2326          Rural             60.41 31.1         Unknown      0
## 2327          Urban             89.11 24.1    never smoked      0
## 2328          Urban             63.32 18.7 formerly smoked      0
## 2329          Urban             85.68 39.6    never smoked      0
## 2330          Urban            162.93 15.7         Unknown      0
## 2331          Rural             89.22 53.8         Unknown      0
## 2332          Rural             91.68 32.4 formerly smoked      0
## 2333          Urban            198.33 42.7          smokes      0
## 2334          Rural             85.81 18.6         Unknown      0
## 2335          Rural             79.59 31.4          smokes      0
## 2336          Rural            106.74 33.7 formerly smoked      0
## 2337          Urban            191.33 24.5    never smoked      0
## 2338          Rural             59.52 33.7    never smoked      0
## 2339          Rural            206.52 35.4          smokes      0
## 2340          Rural             80.07   NA    never smoked      0
## 2341          Rural             64.92 22.5         Unknown      0
## 2342          Urban             80.00 33.6    never smoked      0
## 2343          Urban             75.06 29.7         Unknown      0
## 2344          Urban            112.20   NA    never smoked      0
## 2345          Urban             91.18 25.7    never smoked      0
## 2346          Rural             85.81 20.2 formerly smoked      0
## 2347          Urban            148.37 22.7    never smoked      0
## 2348          Rural             64.55 17.4         Unknown      0
## 2349          Rural             97.31 22.2         Unknown      0
## 2350          Rural            111.15 23.8    never smoked      0
## 2351          Urban             80.97 28.7    never smoked      0
## 2352          Rural             89.88 33.1 formerly smoked      0
## 2353          Rural             62.66 28.0 formerly smoked      0
## 2354          Urban            122.25 16.7         Unknown      0
## 2355          Rural             87.08 27.1    never smoked      0
## 2356          Rural             85.00 26.4          smokes      0
## 2357          Urban            100.49 23.7          smokes      0
## 2358          Urban            145.37 33.3         Unknown      0
## 2359          Urban            112.19 18.9         Unknown      0
## 2360          Rural             79.73 25.5          smokes      0
## 2361          Rural            101.13 35.9 formerly smoked      0
## 2362          Urban            101.98 23.2         Unknown      0
## 2363          Rural             98.39 22.2          smokes      0
## 2364          Rural            128.04 34.0          smokes      0
## 2365          Urban             98.12 20.4         Unknown      0
## 2366          Urban            216.96 34.5         Unknown      0
## 2367          Rural             94.92 31.9         Unknown      0
## 2368          Rural             83.27 19.8 formerly smoked      0
## 2369          Rural             96.86 29.0         Unknown      0
## 2370          Rural             99.73 36.7 formerly smoked      0
## 2371          Rural             91.71 21.3         Unknown      0
## 2372          Rural             65.77 23.7          smokes      0
## 2373          Urban            161.57 25.7          smokes      0
## 2374          Rural             74.32 34.0    never smoked      0
## 2375          Rural            170.93 30.7         Unknown      0
## 2376          Urban             74.43 44.8    never smoked      0
## 2377          Rural             86.36 27.7 formerly smoked      0
## 2378          Rural             97.06 23.2         Unknown      0
## 2379          Rural            110.38 30.1         Unknown      0
## 2380          Rural             79.03 29.3         Unknown      0
## 2381          Rural             62.48 29.5    never smoked      0
## 2382          Rural             55.62 25.8    never smoked      0
## 2383          Rural             84.90 26.2    never smoked      0
## 2384          Rural            232.81 28.8         Unknown      0
## 2385          Rural             86.55 29.8          smokes      0
## 2386          Rural            118.61 26.5    never smoked      0
## 2387          Rural             80.21 27.8 formerly smoked      0
## 2388          Rural             65.96 29.0    never smoked      0
## 2389          Urban             61.34 19.1         Unknown      0
## 2390          Urban            116.60 17.1         Unknown      0
## 2391          Urban             85.13 24.6         Unknown      0
## 2392          Rural             86.32 18.3         Unknown      0
## 2393          Rural             69.22 42.8    never smoked      0
## 2394          Urban            140.93 46.5         Unknown      0
## 2395          Urban             83.43 38.4         Unknown      0
## 2396          Urban            207.95 26.0 formerly smoked      0
## 2397          Rural            134.29 26.8          smokes      0
## 2398          Urban            115.12 21.1         Unknown      0
## 2399          Urban             86.25 29.0    never smoked      0
## 2400          Rural            112.94 43.0    never smoked      0
## 2401          Rural             73.54 36.6          smokes      0
## 2402          Urban             80.86 27.5         Unknown      0
## 2403          Rural             83.91 40.2         Unknown      0
## 2404          Rural             69.91 37.1    never smoked      0
## 2405          Rural             95.62 32.0          smokes      0
## 2406          Urban             63.95 32.2    never smoked      0
## 2407          Rural            122.50 20.6         Unknown      0
## 2408          Rural             86.00 24.1    never smoked      0
## 2409          Urban            120.27 25.0    never smoked      0
## 2410          Urban             56.71 25.2         Unknown      0
## 2411          Rural            131.63 27.6    never smoked      0
## 2412          Urban             79.36 48.8    never smoked      0
## 2413          Urban            120.77 27.6    never smoked      0
## 2414          Rural            100.42 39.5          smokes      0
## 2415          Urban            155.86 27.2          smokes      0
## 2416          Rural             66.01 26.3          smokes      0
## 2417          Urban             86.99 28.9          smokes      0
## 2418          Urban             90.55 30.0    never smoked      0
## 2419          Rural            229.58 23.7         Unknown      0
## 2420          Urban             60.06 25.5          smokes      0
## 2421          Rural             65.66 24.6 formerly smoked      0
## 2422          Urban            104.70 20.7          smokes      0
## 2423          Urban            113.86 36.4    never smoked      0
## 2424          Rural             99.49 23.4         Unknown      0
## 2425          Urban            165.99 32.3    never smoked      0
## 2426          Urban            114.99 18.8         Unknown      0
## 2427          Urban             79.58 15.5         Unknown      0
## 2428          Rural             77.37 21.4    never smoked      0
## 2429          Urban             93.55 31.7    never smoked      0
## 2430          Urban            187.22 29.7         Unknown      0
## 2431          Rural            167.59 34.3 formerly smoked      0
## 2432          Urban             98.03 22.1          smokes      0
## 2433          Urban             88.79 21.5         Unknown      0
## 2434          Urban             92.90 30.4          smokes      0
## 2435          Urban            117.34 21.6    never smoked      0
## 2436          Urban             80.75 30.9    never smoked      0
## 2437          Rural             77.51 21.9         Unknown      0
## 2438          Urban            105.63 19.2         Unknown      0
## 2439          Urban            114.34 30.3          smokes      0
## 2440          Rural            227.04 23.0          smokes      0
## 2441          Urban             87.56 24.1    never smoked      0
## 2442          Urban             84.47 52.7          smokes      0
## 2443          Rural             96.26 27.6         Unknown      0
## 2444          Rural            116.64 23.9         Unknown      0
## 2445          Urban             79.57 26.9    never smoked      0
## 2446          Rural             78.44 23.9    never smoked      0
## 2447          Urban             64.15 40.5    never smoked      0
## 2448          Urban             74.50 32.0    never smoked      0
## 2449          Urban             70.32 20.5         Unknown      0
## 2450          Urban             84.48 44.5    never smoked      0
## 2451          Urban            144.08 16.2 formerly smoked      0
## 2452          Rural             78.14 35.8    never smoked      0
## 2453          Urban            133.58 24.0    never smoked      0
## 2454          Urban            214.42 33.9 formerly smoked      0
## 2455          Urban             80.63 36.0          smokes      0
## 2456          Rural            233.71 22.9    never smoked      0
## 2457          Urban             96.00 44.5          smokes      0
## 2458          Urban             74.52 17.5         Unknown      0
## 2459          Rural            131.40 32.3    never smoked      0
## 2460          Urban            216.40 30.3    never smoked      0
## 2461          Rural            108.80 33.5         Unknown      0
## 2462          Urban             97.06 30.9    never smoked      0
## 2463          Rural            266.59 25.5    never smoked      0
## 2464          Rural             55.58 30.0    never smoked      0
## 2465          Urban             65.87 32.2 formerly smoked      0
## 2466          Urban             89.28 21.7          smokes      0
## 2467          Urban             56.12 24.7         Unknown      0
## 2468          Urban             74.70 28.8 formerly smoked      0
## 2469          Urban             83.06 27.0         Unknown      0
## 2470          Urban            227.94 26.0         Unknown      0
## 2471          Rural             84.88 27.1    never smoked      0
## 2472          Urban             64.20 18.5         Unknown      0
## 2473          Rural            137.22 18.8         Unknown      0
## 2474          Urban             81.44 31.5 formerly smoked      0
## 2475          Rural             90.26 18.1         Unknown      0
## 2476          Urban             68.48 24.3    never smoked      0
## 2477          Urban            100.02 28.0    never smoked      0
## 2478          Urban            100.61   NA         Unknown      0
## 2479          Urban            156.82 17.3         Unknown      0
## 2480          Urban             81.66 17.2         Unknown      0
## 2481          Rural            112.22 26.9         Unknown      0
## 2482          Urban             90.62 22.4         Unknown      0
## 2483          Rural             72.49 25.8    never smoked      0
## 2484          Urban            107.47 21.3         Unknown      0
## 2485          Rural             92.11 43.0    never smoked      0
## 2486          Rural             70.54 24.4 formerly smoked      0
## 2487          Rural            205.00 30.1    never smoked      0
## 2488          Rural            126.39 21.3          smokes      0
## 2489          Rural             89.72 17.8         Unknown      0
## 2490          Urban             92.08 28.4          smokes      0
## 2491          Urban             85.38 23.4         Unknown      0
## 2492          Rural             95.25 24.3    never smoked      0
## 2493          Rural             75.91 27.8         Unknown      0
## 2494          Rural            203.44 30.5 formerly smoked      0
## 2495          Urban            243.73   NA          smokes      0
## 2496          Urban             88.23 25.8         Unknown      0
## 2497          Rural             97.47 26.7    never smoked      0
## 2498          Rural             59.28 28.1    never smoked      0
## 2499          Rural            101.15 22.2         Unknown      0
## 2500          Urban             68.38 25.1         Unknown      0
## 2501          Rural             55.46 20.9    never smoked      0
## 2502          Urban            113.87 28.9    never smoked      0
## 2503          Urban             67.03   NA    never smoked      0
## 2504          Rural             96.35 35.9    never smoked      0
## 2505          Urban            127.21 29.8          smokes      0
## 2506          Urban             78.90 26.7    never smoked      0
## 2507          Urban             59.91 28.4 formerly smoked      0
## 2508          Urban            160.94 26.7          smokes      0
## 2509          Rural             59.61 32.5         Unknown      0
## 2510          Urban             87.94 43.8    never smoked      0
## 2511          Rural             97.55 28.3 formerly smoked      0
## 2512          Urban            116.02 36.6 formerly smoked      0
## 2513          Rural            127.32 33.1          smokes      0
## 2514          Urban             75.50 27.0          smokes      0
## 2515          Urban             79.35 23.6         Unknown      0
## 2516          Rural            176.25   NA    never smoked      0
## 2517          Rural            108.56 21.8    never smoked      0
## 2518          Urban            168.06 23.5          smokes      0
## 2519          Urban             75.52 28.7 formerly smoked      0
## 2520          Rural             82.15 31.6 formerly smoked      0
## 2521          Urban            200.28 31.9 formerly smoked      0
## 2522          Rural             62.44 25.2          smokes      0
## 2523          Rural             84.31 25.9          smokes      0
## 2524          Rural            221.43 32.5         Unknown      0
## 2525          Urban            165.47 28.1         Unknown      0
## 2526          Rural             96.69 27.4          smokes      0
## 2527          Urban             63.98 21.2 formerly smoked      0
## 2528          Urban            145.03 26.8 formerly smoked      0
## 2529          Urban             98.53 18.5    never smoked      0
## 2530          Urban            105.55   NA          smokes      0
## 2531          Rural            134.23 30.6         Unknown      0
## 2532          Rural             62.48 19.9         Unknown      0
## 2533          Urban            213.38   NA         Unknown      0
## 2534          Rural             70.52 26.5 formerly smoked      0
## 2535          Urban             93.21 43.8    never smoked      0
## 2536          Rural             82.39 31.8         Unknown      0
## 2537          Rural             88.29 36.6          smokes      0
## 2538          Rural             80.18 22.9 formerly smoked      0
## 2539          Rural             84.02 18.7    never smoked      0
## 2540          Rural             69.72 29.6    never smoked      0
## 2541          Urban            192.16 43.6    never smoked      0
## 2542          Rural             82.27   NA    never smoked      0
## 2543          Urban            101.87 20.3    never smoked      0
## 2544          Rural             77.55 21.3         Unknown      0
## 2545          Urban            215.72 39.2          smokes      0
## 2546          Rural             87.84 52.8         Unknown      0
## 2547          Rural             91.93 30.2    never smoked      0
## 2548          Urban             58.63 35.3    never smoked      0
## 2549          Urban            173.14 37.0          smokes      0
## 2550          Urban            106.83 32.1 formerly smoked      0
## 2551          Urban             84.44 30.5 formerly smoked      0
## 2552          Urban             92.16 22.8    never smoked      0
## 2553          Urban             85.96 34.5 formerly smoked      0
## 2554          Rural            202.57 37.4    never smoked      0
## 2555          Rural             65.41 19.5         Unknown      0
## 2556          Urban            102.51 55.7         Unknown      0
## 2557          Rural             62.60 30.4         Unknown      0
## 2558          Urban            150.10 25.3    never smoked      0
## 2559          Rural             94.15 23.1          smokes      0
## 2560          Urban             65.50 30.7    never smoked      0
## 2561          Urban             81.31 18.8    never smoked      0
## 2562          Rural             78.96 28.6    never smoked      0
## 2563          Rural            123.47 27.5         Unknown      0
## 2564          Urban             90.40 26.5    never smoked      0
## 2565          Urban             71.59 40.3    never smoked      0
## 2566          Rural            209.50 37.9 formerly smoked      0
## 2567          Urban             86.60 17.1         Unknown      0
## 2568          Urban             57.43 53.5 formerly smoked      0
## 2569          Rural             87.93 33.6    never smoked      0
## 2570          Rural            203.16 43.4         Unknown      0
## 2571          Rural            112.12 30.5    never smoked      0
## 2572          Urban             92.02 38.1    never smoked      0
## 2573          Rural             60.98 29.9 formerly smoked      0
## 2574          Urban             86.35 32.7    never smoked      0
## 2575          Rural             71.26 28.6         Unknown      0
## 2576          Urban             72.61 38.5    never smoked      0
## 2577          Urban            110.78 22.9    never smoked      0
## 2578          Urban             99.78 38.0    never smoked      0
## 2579          Rural            201.45 43.8          smokes      0
## 2580          Urban            127.78 20.8         Unknown      0
## 2581          Rural            121.32 26.8    never smoked      0
## 2582          Urban             83.89 25.5    never smoked      0
## 2583          Rural             74.06   NA    never smoked      0
## 2584          Urban            206.15 25.4    never smoked      0
## 2585          Rural            102.90 26.7         Unknown      0
## 2586          Urban             65.48 50.5    never smoked      0
## 2587          Urban            123.23 21.3         Unknown      0
## 2588          Rural             71.30 34.7    never smoked      0
## 2589          Rural             79.05 17.9         Unknown      0
## 2590          Rural            102.21 36.3    never smoked      0
## 2591          Urban            105.22 18.4         Unknown      0
## 2592          Rural             84.58 34.5         Unknown      0
## 2593          Urban             77.30 33.4    never smoked      0
## 2594          Rural             74.79 19.4         Unknown      0
## 2595          Rural             88.75 25.6         Unknown      0
## 2596          Rural             97.97 24.5    never smoked      0
## 2597          Rural             79.18 30.0         Unknown      0
## 2598          Urban             81.33 28.9    never smoked      0
## 2599          Urban            126.68 28.1    never smoked      0
## 2600          Urban            196.61 23.0    never smoked      0
## 2601          Urban            219.92 33.5 formerly smoked      0
## 2602          Rural             79.16 34.8 formerly smoked      0
## 2603          Urban             99.68 17.6 formerly smoked      0
## 2604          Urban             79.55 21.1 formerly smoked      0
## 2605          Rural             87.86 29.0 formerly smoked      0
## 2606          Urban             76.92 15.8         Unknown      0
## 2607          Rural             77.24 41.2         Unknown      0
## 2608          Urban            120.94 29.7 formerly smoked      0
## 2609          Rural             77.66 40.8    never smoked      0
## 2610          Rural            231.95 33.2    never smoked      0
## 2611          Urban            111.48 37.0          smokes      0
## 2612          Urban             84.25 24.5         Unknown      0
## 2613          Rural            216.38 34.5    never smoked      0
## 2614          Rural             95.01 28.0    never smoked      0
## 2615          Urban            105.74 26.8 formerly smoked      0
## 2616          Rural             58.41 21.0         Unknown      0
## 2617          Urban             56.89 23.8          smokes      0
## 2618          Urban             86.25 29.3    never smoked      0
## 2619          Rural             86.49 24.4         Unknown      0
## 2620          Rural            115.47 22.6         Unknown      0
## 2621          Rural             92.22 22.8         Unknown      0
## 2622          Rural             83.16 29.7          smokes      0
## 2623          Rural            110.68 32.4 formerly smoked      0
## 2624          Rural             70.06 35.8         Unknown      0
## 2625          Urban            213.33 31.1 formerly smoked      0
## 2626          Urban             93.52 31.9         Unknown      0
## 2627          Rural             87.62 33.7          smokes      0
## 2628          Rural             77.67 25.6    never smoked      0
## 2629          Rural             95.66 19.9          smokes      0
## 2630          Urban            172.33 45.3 formerly smoked      0
## 2631          Urban            106.59 15.5         Unknown      0
## 2632          Urban             87.06 28.3    never smoked      0
## 2633          Rural             93.02 40.2 formerly smoked      0
## 2634          Urban            243.59 24.3    never smoked      0
## 2635          Urban             86.70 24.6         Unknown      0
## 2636          Rural             97.81 26.6 formerly smoked      0
## 2637          Urban            116.04 30.9    never smoked      0
## 2638          Urban            169.43 23.5 formerly smoked      0
## 2639          Rural             68.41 23.9          smokes      0
## 2640          Rural             94.44 34.2         Unknown      0
## 2641          Urban             73.48 34.9          smokes      0
## 2642          Rural            183.87 26.2    never smoked      0
## 2643          Rural             66.08 36.2    never smoked      0
## 2644          Rural             72.19 22.4         Unknown      0
## 2645          Rural            101.09 19.3          smokes      0
## 2646          Urban             88.83 41.7    never smoked      0
## 2647          Rural             69.99 46.0          smokes      0
## 2648          Urban            102.40 26.9          smokes      0
## 2649          Rural             87.26 40.1          smokes      0
## 2650          Urban            146.59 27.7         Unknown      0
## 2651          Rural             59.00 29.5         Unknown      0
## 2652          Urban             76.83 26.0    never smoked      0
## 2653          Urban            101.83 22.7         Unknown      0
## 2654          Urban             90.92 16.0    never smoked      0
## 2655          Urban             67.50 27.7          smokes      0
## 2656          Urban             97.16 33.1         Unknown      0
## 2657          Urban             85.62 33.1 formerly smoked      0
## 2658          Rural            129.43 29.7    never smoked      0
## 2659          Urban            106.01 34.0          smokes      0
## 2660          Rural            114.82 33.3         Unknown      0
## 2661          Urban            121.39 27.0         Unknown      0
## 2662          Urban            227.98 14.2         Unknown      0
## 2663          Urban             78.97 19.4    never smoked      0
## 2664          Urban             84.12 15.3         Unknown      0
## 2665          Urban             95.04 28.7    never smoked      0
## 2666          Rural            103.15 21.0          smokes      0
## 2667          Urban             82.91 28.9 formerly smoked      0
## 2668          Urban             70.93 20.3         Unknown      0
## 2669          Rural            153.60 28.0 formerly smoked      0
## 2670          Urban            129.43 29.6    never smoked      0
## 2671          Rural             81.00 30.2 formerly smoked      0
## 2672          Rural             71.81 22.2         Unknown      0
## 2673          Urban             84.46 28.4 formerly smoked      0
## 2674          Rural            101.32 29.6 formerly smoked      0
## 2675          Urban             62.56 28.6    never smoked      0
## 2676          Urban            208.20 32.6 formerly smoked      0
## 2677          Urban            199.42 29.0    never smoked      0
## 2678          Urban             91.28 30.1         Unknown      0
## 2679          Urban             77.99 31.2 formerly smoked      0
## 2680          Urban            190.13 20.7    never smoked      0
## 2681          Urban            149.68 45.1    never smoked      0
## 2682          Rural             92.30 14.8         Unknown      0
## 2683          Rural            235.54 37.4 formerly smoked      0
## 2684          Rural             84.46 19.9         Unknown      0
## 2685          Rural             68.70 16.0         Unknown      0
## 2686          Urban            178.89 27.4         Unknown      0
## 2687          Rural            227.74 33.4          smokes      0
## 2688          Rural            100.66 18.5         Unknown      0
## 2689          Urban             73.62 33.4         Unknown      0
## 2690          Rural            100.05 20.8          smokes      0
## 2691          Rural            213.80 22.0    never smoked      0
## 2692          Rural            103.94 32.5          smokes      0
## 2693          Urban             84.20 19.2         Unknown      0
## 2694          Urban            250.80 32.9    never smoked      0
## 2695          Rural            112.29 23.5         Unknown      0
## 2696          Urban             65.98 21.7    never smoked      0
## 2697          Urban             99.10 29.1         Unknown      0
## 2698          Rural            217.84   NA    never smoked      0
## 2699          Urban            104.34 30.3         Unknown      0
## 2700          Rural            217.00 29.4 formerly smoked      0
## 2701          Rural             57.47 30.1 formerly smoked      0
## 2702          Urban             78.24 32.9    never smoked      0
## 2703          Rural             94.38 34.0    never smoked      0
## 2704          Urban            100.31 38.6    never smoked      0
## 2705          Urban             74.29 29.3          smokes      0
## 2706          Rural            103.43 43.6          smokes      0
## 2707          Urban             99.83 22.7 formerly smoked      0
## 2708          Urban            217.40 36.6    never smoked      0
## 2709          Urban             71.81 22.6         Unknown      0
## 2710          Urban             79.79 25.6          smokes      0
## 2711          Urban            190.92 31.4    never smoked      0
## 2712          Urban             94.76 26.0 formerly smoked      0
## 2713          Urban            101.43 27.0 formerly smoked      0
## 2714          Rural            115.86 33.3    never smoked      0
## 2715          Rural             95.27 17.3         Unknown      0
## 2716          Rural             89.02 26.9    never smoked      0
## 2717          Urban             77.55 24.8         Unknown      0
## 2718          Urban             75.86 20.0         Unknown      0
## 2719          Rural             93.62 35.8    never smoked      0
## 2720          Rural             72.71 36.9 formerly smoked      0
## 2721          Rural             94.45 29.6 formerly smoked      0
## 2722          Rural             88.57 31.1    never smoked      0
## 2723          Urban             84.12 25.1 formerly smoked      0
## 2724          Urban             89.11 51.9          smokes      0
## 2725          Rural             99.83 36.3          smokes      0
## 2726          Rural            150.03 28.2    never smoked      0
## 2727          Urban             69.67 35.8 formerly smoked      0
## 2728          Urban             77.46 30.9 formerly smoked      0
## 2729          Urban            100.54 22.1          smokes      0
## 2730          Rural            142.38 17.6    never smoked      0
## 2731          Rural            110.87 29.5          smokes      0
## 2732          Urban             73.60 27.0    never smoked      0
## 2733          Rural             59.52 33.2    never smoked      0
## 2734          Urban            142.68 24.4         Unknown      0
## 2735          Urban            182.90 34.4          smokes      0
## 2736          Urban             75.28 36.7 formerly smoked      0
## 2737          Rural            100.75 27.2    never smoked      0
## 2738          Rural            163.82 27.5    never smoked      0
## 2739          Urban            110.42 32.6          smokes      0
## 2740          Rural            105.18   NA         Unknown      0
## 2741          Rural             79.59 28.4         Unknown      0
## 2742          Rural            107.99 25.5    never smoked      0
## 2743          Rural             90.22 28.7 formerly smoked      0
## 2744          Rural            143.45 23.8    never smoked      0
## 2745          Rural             78.57 34.4         Unknown      0
## 2746          Rural             79.82 26.1         Unknown      0
## 2747          Urban             95.88 28.5    never smoked      0
## 2748          Urban            123.04 29.6    never smoked      0
## 2749          Urban             92.34 29.4          smokes      0
## 2750          Rural            116.84 28.2    never smoked      0
## 2751          Urban             90.04 28.7 formerly smoked      0
## 2752          Rural            255.17 38.1 formerly smoked      0
## 2753          Rural            217.55   NA          smokes      0
## 2754          Urban            123.66 22.2    never smoked      0
## 2755          Urban            112.16 25.7         Unknown      0
## 2756          Urban             88.43 17.7         Unknown      0
## 2757          Urban             86.03 26.4    never smoked      0
## 2758          Urban            227.96 32.8         Unknown      0
## 2759          Rural             85.60 34.5         Unknown      0
## 2760          Rural            111.68 39.5    never smoked      0
## 2761          Urban             73.49 23.5    never smoked      0
## 2762          Urban             87.82 38.8 formerly smoked      0
## 2763          Rural             99.29 21.2         Unknown      0
## 2764          Rural             63.73 32.0         Unknown      0
## 2765          Urban             85.55 63.3    never smoked      0
## 2766          Urban             79.20 32.6    never smoked      0
## 2767          Urban            105.93 25.2    never smoked      0
## 2768          Urban             94.19 27.4 formerly smoked      0
## 2769          Rural            231.71   NA         Unknown      0
## 2770          Rural             69.28 38.6 formerly smoked      0
## 2771          Urban             71.37 32.9    never smoked      0
## 2772          Urban            110.18 26.0 formerly smoked      0
## 2773          Rural             59.68 29.2 formerly smoked      0
## 2774          Urban             94.24 29.2 formerly smoked      0
## 2775          Rural             82.10 26.4         Unknown      0
## 2776          Urban             62.62 23.1 formerly smoked      0
## 2777          Urban            107.83 21.2         Unknown      0
## 2778          Urban            107.59 26.2 formerly smoked      0
## 2779          Urban            116.98 23.4    never smoked      0
## 2780          Rural             84.10 19.8         Unknown      0
## 2781          Urban            160.64 20.4          smokes      0
## 2782          Urban             84.40 25.9    never smoked      0
## 2783          Rural             81.13 34.1    never smoked      0
## 2784          Urban             88.19 18.3    never smoked      0
## 2785          Rural            127.13 35.0         Unknown      0
## 2786          Rural            119.61 26.4         Unknown      0
## 2787          Urban            143.47 27.6 formerly smoked      0
## 2788          Rural             84.60 27.0          smokes      0
## 2789          Rural            110.72   NA    never smoked      0
## 2790          Rural            158.93 31.3          smokes      0
## 2791          Rural             68.94 18.0         Unknown      0
## 2792          Rural             69.38 22.1         Unknown      0
## 2793          Urban             72.00 34.4    never smoked      0
## 2794          Rural             57.76 33.2          smokes      0
## 2795          Rural            108.65 23.1    never smoked      0
## 2796          Rural             65.42 39.7    never smoked      0
## 2797          Rural             78.93 40.7 formerly smoked      0
## 2798          Rural             98.34 30.9         Unknown      0
## 2799          Rural             82.57 27.5         Unknown      0
## 2800          Urban            124.37 28.3    never smoked      0
## 2801          Urban            100.96 33.4    never smoked      0
## 2802          Urban             75.22 33.1         Unknown      0
## 2803          Urban             59.85 41.5    never smoked      0
## 2804          Rural            104.75 17.1         Unknown      0
## 2805          Rural             70.98 30.0         Unknown      0
## 2806          Rural             92.77 24.9         Unknown      0
## 2807          Urban             82.12 32.5          smokes      0
## 2808          Rural            106.35 26.1    never smoked      0
## 2809          Rural             77.33 19.2         Unknown      0
## 2810          Urban             96.01 38.7         Unknown      0
## 2811          Urban            107.49 29.5    never smoked      0
## 2812          Rural             88.47 28.1          smokes      0
## 2813          Rural             87.92 14.1         Unknown      0
## 2814          Urban             91.13 33.9    never smoked      0
## 2815          Rural             80.72 26.0 formerly smoked      0
## 2816          Rural             59.83 52.8    never smoked      0
## 2817          Urban             67.02   NA formerly smoked      0
## 2818          Rural             60.22 29.2    never smoked      0
## 2819          Rural             82.41 26.3          smokes      0
## 2820          Urban             75.78 23.6         Unknown      0
## 2821          Rural            102.42 18.6    never smoked      0
## 2822          Rural             98.45 29.7         Unknown      0
## 2823          Urban             93.51 30.9          smokes      0
## 2824          Rural            113.68 22.8         Unknown      0
## 2825          Rural             97.41 25.5    never smoked      0
## 2826          Urban             58.65 25.6          smokes      0
## 2827          Rural             81.68 23.0         Unknown      0
## 2828          Urban            148.52 20.6         Unknown      0
## 2829          Urban             77.55   NA formerly smoked      0
## 2830          Rural            142.12 28.4          smokes      0
## 2831          Urban            125.30 29.7 formerly smoked      0
## 2832          Rural            118.81 26.0          smokes      0
## 2833          Urban             84.16 37.5          smokes      0
## 2834          Urban             78.74 42.3          smokes      0
## 2835          Urban             57.51 21.4         Unknown      0
## 2836          Urban             61.11 29.3    never smoked      0
## 2837          Urban             78.30 31.0         Unknown      0
## 2838          Urban             76.19 22.0    never smoked      0
## 2839          Rural            115.99 20.9    never smoked      0
## 2840          Rural            100.80 45.9    never smoked      0
## 2841          Urban             98.27 61.2         Unknown      0
## 2842          Rural             93.85 29.1    never smoked      0
## 2843          Rural             94.69 28.4          smokes      0
## 2844          Urban            136.23 22.6         Unknown      0
## 2845          Rural             56.12 24.2          smokes      0
## 2846          Rural             93.03 16.3         Unknown      0
## 2847          Rural            196.81 35.9    never smoked      0
## 2848          Rural             87.81 29.8 formerly smoked      0
## 2849          Urban            222.66 37.0 formerly smoked      0
## 2850          Rural            223.58 35.8    never smoked      0
## 2851          Urban             85.77 21.1    never smoked      0
## 2852          Rural             88.23 37.6         Unknown      0
## 2853          Urban             73.65 24.8         Unknown      0
## 2854          Urban            141.80 31.9    never smoked      0
## 2855          Rural             92.65 17.5         Unknown      0
## 2856          Rural            198.79   NA          smokes      0
## 2857          Rural             61.04 17.6         Unknown      0
## 2858          Rural            102.88 38.9         Unknown      0
## 2859          Urban            123.39 15.2         Unknown      0
## 2860          Rural             67.07 27.4    never smoked      0
## 2861          Rural             69.88 27.9          smokes      0
## 2862          Urban             57.02 16.1         Unknown      0
## 2863          Urban            123.81 39.0    never smoked      0
## 2864          Rural             73.36 36.6 formerly smoked      0
## 2865          Rural             90.54 33.7    never smoked      0
## 2866          Urban             69.24 27.6    never smoked      0
## 2867          Urban            192.39 31.0    never smoked      0
## 2868          Rural            233.30   NA         Unknown      0
## 2869          Urban             74.35 28.5 formerly smoked      0
## 2870          Rural             71.94 31.4          smokes      0
## 2871          Rural             82.35 25.3    never smoked      0
## 2872          Rural             73.28 17.2    never smoked      0
## 2873          Rural             97.57 26.9         Unknown      0
## 2874          Rural             83.30 32.0          smokes      0
## 2875          Urban             85.07 22.5         Unknown      0
## 2876          Urban             60.40 17.3         Unknown      0
## 2877          Urban             79.96 27.0 formerly smoked      0
## 2878          Rural             70.96 33.1         Unknown      0
## 2879          Urban             82.86 25.0    never smoked      0
## 2880          Rural             97.87   NA          smokes      0
## 2881          Rural            201.38 31.1    never smoked      0
## 2882          Urban             91.82 19.6         Unknown      0
## 2883          Rural             91.85 24.7          smokes      0
## 2884          Urban             99.23 48.0 formerly smoked      0
## 2885          Urban             68.13 38.0 formerly smoked      0
## 2886          Rural             93.76 24.0 formerly smoked      0
## 2887          Rural            103.89 30.0    never smoked      0
## 2888          Urban             87.39 24.6         Unknown      0
## 2889          Urban             89.53 23.1         Unknown      0
## 2890          Urban             66.61 17.4         Unknown      0
## 2891          Rural            236.14 43.1         Unknown      0
## 2892          Urban             99.76 27.1 formerly smoked      0
## 2893          Urban             87.09 14.3         Unknown      0
## 2894          Urban            193.81 46.8    never smoked      0
## 2895          Rural             97.27 26.0    never smoked      0
## 2896          Urban            137.77 29.3    never smoked      0
## 2897          Urban            105.19 50.1          smokes      0
## 2898          Urban             82.72   NA    never smoked      0
## 2899          Urban             58.35 18.6         Unknown      0
## 2900          Urban             68.79 27.0    never smoked      0
## 2901          Urban             94.19 25.7    never smoked      0
## 2902          Rural            121.17 25.5 formerly smoked      0
## 2903          Rural            106.41 27.3    never smoked      0
## 2904          Rural            104.79 24.1         Unknown      0
## 2905          Urban             82.18 42.7    never smoked      0
## 2906          Urban             96.81 41.2          smokes      0
## 2907          Rural            107.42 20.2 formerly smoked      0
## 2908          Rural             69.20 30.9    never smoked      0
## 2909          Urban             92.73 27.7    never smoked      0
## 2910          Urban             86.11 22.3    never smoked      0
## 2911          Rural            111.78 39.4          smokes      0
## 2912          Urban            122.26 34.2    never smoked      0
## 2913          Rural             78.16 20.1    never smoked      0
## 2914          Rural            105.77 36.8    never smoked      0
## 2915          Urban            102.97   NA          smokes      0
## 2916          Urban             77.53 33.9 formerly smoked      0
## 2917          Urban             77.35 27.7    never smoked      0
## 2918          Urban             82.36 22.7         Unknown      0
## 2919          Rural            239.95 32.2          smokes      0
## 2920          Urban             61.96 22.0          smokes      0
## 2921          Rural             72.10 23.2    never smoked      0
## 2922          Rural            107.97 26.7         Unknown      0
## 2923          Urban             60.77 23.0          smokes      0
## 2924          Urban             71.06 23.4    never smoked      0
## 2925          Urban             60.36 24.1    never smoked      0
## 2926          Urban             83.33 31.5         Unknown      0
## 2927          Urban             65.33 26.1    never smoked      0
## 2928          Urban            113.28 23.7    never smoked      0
## 2929          Urban            170.88 20.8         Unknown      0
## 2930          Urban            103.34 18.8         Unknown      0
## 2931          Rural            106.08 32.5 formerly smoked      0
## 2932          Urban            156.45 24.3    never smoked      0
## 2933          Urban             60.05 24.1         Unknown      0
## 2934          Rural            114.05 32.5    never smoked      0
## 2935          Urban            202.21 39.3 formerly smoked      0
## 2936          Rural             57.28 23.9    never smoked      0
## 2937          Rural             99.49 22.0         Unknown      0
## 2938          Urban             63.60 37.3    never smoked      0
## 2939          Urban             80.01 33.0 formerly smoked      0
## 2940          Urban             58.42 24.7 formerly smoked      0
## 2941          Urban             67.38 32.8 formerly smoked      0
## 2942          Rural             73.58 29.8         Unknown      0
## 2943          Urban            103.92 24.1         Unknown      0
## 2944          Rural             80.22 21.6    never smoked      0
## 2945          Rural            103.76 27.1    never smoked      0
## 2946          Urban             77.06 27.0    never smoked      0
## 2947          Rural             90.22 18.7         Unknown      0
## 2948          Urban            181.30 35.8    never smoked      0
## 2949          Rural             85.29 27.1 formerly smoked      0
## 2950          Urban            107.59 33.1          smokes      0
## 2951          Urban             87.72 25.9          smokes      0
## 2952          Rural             70.73 26.7          smokes      0
## 2953          Urban             72.75 22.2         Unknown      0
## 2954          Rural             95.47 26.0          smokes      0
## 2955          Urban             70.54 23.5         Unknown      0
## 2956          Urban            100.03 23.5    never smoked      0
## 2957          Rural             59.78 15.9         Unknown      0
## 2958          Urban            198.79 24.9    never smoked      0
## 2959          Rural             90.39 26.5    never smoked      0
## 2960          Rural            147.04 35.7         Unknown      0
## 2961          Urban            202.55   NA formerly smoked      0
## 2962          Rural             64.92 32.1          smokes      0
## 2963          Rural            154.60 28.5 formerly smoked      0
## 2964          Urban             95.98 40.1          smokes      0
## 2965          Rural            102.51 26.6          smokes      0
## 2966          Urban             96.52 21.7         Unknown      0
## 2967          Rural            232.12 28.8    never smoked      0
## 2968          Rural             78.12 32.0         Unknown      0
## 2969          Urban             70.04 31.4    never smoked      0
## 2970          Rural             97.61 32.1          smokes      0
## 2971          Urban            113.11 19.8         Unknown      0
## 2972          Rural             71.06 25.3 formerly smoked      0
## 2973          Rural            104.95 28.8         Unknown      0
## 2974          Urban             81.94 26.0          smokes      0
## 2975          Urban             96.37 30.7 formerly smoked      0
## 2976          Rural            114.16 43.3    never smoked      0
## 2977          Rural             93.58 35.2          smokes      0
## 2978          Urban             73.89 20.9         Unknown      0
## 2979          Rural            107.83 35.3          smokes      0
## 2980          Urban            107.21 27.0 formerly smoked      0
## 2981          Rural             99.35 26.1          smokes      0
## 2982          Rural            203.57 29.1         Unknown      0
## 2983          Rural             81.51 32.6    never smoked      0
## 2984          Rural             69.26 21.8 formerly smoked      0
## 2985          Urban            111.47 32.3    never smoked      0
## 2986          Rural             86.09 28.1    never smoked      0
## 2987          Rural             72.94 32.3 formerly smoked      0
## 2988          Urban             76.77 21.7         Unknown      0
## 2989          Rural             60.32 25.0    never smoked      0
## 2990          Rural            133.24 28.9    never smoked      0
## 2991          Rural             65.01 21.7 formerly smoked      0
## 2992          Urban             74.63 45.3    never smoked      0
## 2993          Rural            230.78 40.2    never smoked      0
## 2994          Urban             72.50 22.5 formerly smoked      0
## 2995          Urban             68.48 21.3    never smoked      0
## 2996          Urban             85.03 26.1 formerly smoked      0
## 2997          Urban             80.76 28.8          smokes      0
## 2998          Urban            204.98   NA formerly smoked      0
## 2999          Rural             95.36 32.4 formerly smoked      0
## 3000          Urban            110.33 20.4         Unknown      0
## 3001          Urban             89.18 25.9 formerly smoked      0
## 3002          Rural             91.53 38.8 formerly smoked      0
## 3003          Rural             65.16 30.8    never smoked      0
## 3004          Rural             74.53 24.6    never smoked      0
## 3005          Rural             93.29 20.6         Unknown      0
## 3006          Urban            227.89 38.8 formerly smoked      0
## 3007          Urban            121.46 40.4         Unknown      0
## 3008          Rural             69.35   NA    never smoked      0
## 3009          Rural            216.71 36.2    never smoked      0
## 3010          Rural             74.96 18.8         Unknown      0
## 3011          Rural             75.25 27.6          smokes      0
## 3012          Rural             91.82 28.3 formerly smoked      0
## 3013          Urban             56.37 39.4          smokes      0
## 3014          Rural            149.15 33.5         Unknown      0
## 3015          Urban            202.67 40.4 formerly smoked      0
## 3016          Rural             65.38 25.9         Unknown      0
## 3017          Urban             90.31 27.6          smokes      0
## 3018          Rural            221.80 44.7 formerly smoked      0
## 3019          Rural             73.39 30.8         Unknown      0
## 3020          Urban            147.12 22.3 formerly smoked      0
## 3021          Urban            109.85 27.9         Unknown      0
## 3022          Rural            103.21 22.9 formerly smoked      0
## 3023          Urban             81.25 27.3          smokes      0
## 3024          Urban             84.69 25.0    never smoked      0
## 3025          Rural             87.10 48.3          smokes      0
## 3026          Rural             81.92 22.7         Unknown      0
## 3027          Urban             90.91 39.1         Unknown      0
## 3028          Urban             64.40 27.8    never smoked      0
## 3029          Rural             85.48   NA          smokes      0
## 3030          Rural             67.29 36.7 formerly smoked      0
## 3031          Urban            124.48 38.5         Unknown      0
## 3032          Urban             62.89 29.4         Unknown      0
## 3033          Urban             87.51 30.5 formerly smoked      0
## 3034          Urban             93.15 23.6         Unknown      0
## 3035          Urban             64.87 20.6         Unknown      0
## 3036          Urban             90.68 31.7          smokes      0
## 3037          Urban            104.64 24.9         Unknown      0
## 3038          Urban             92.44 33.4    never smoked      0
## 3039          Rural            120.46 22.2         Unknown      0
## 3040          Urban             89.87 26.5    never smoked      0
## 3041          Urban            105.28 27.1 formerly smoked      0
## 3042          Rural            131.80 30.3    never smoked      0
## 3043          Rural             66.33 18.6         Unknown      0
## 3044          Rural            101.07 26.4         Unknown      0
## 3045          Rural             83.37 17.8 formerly smoked      0
## 3046          Urban             79.80 37.4          smokes      0
## 3047          Rural            103.17 32.1 formerly smoked      0
## 3048          Urban             62.52 38.2    never smoked      0
## 3049          Urban             75.78   NA          smokes      0
## 3050          Urban            110.36 39.1 formerly smoked      0
## 3051          Rural            140.07 29.5    never smoked      0
## 3052          Rural             84.86 28.6    never smoked      0
## 3053          Rural            106.85 40.1    never smoked      0
## 3054          Rural            102.07 31.8    never smoked      0
## 3055          Urban            202.38 34.6         Unknown      0
## 3056          Urban             67.07 24.5    never smoked      0
## 3057          Rural             73.70 26.2    never smoked      0
## 3058          Urban             77.59 33.0    never smoked      0
## 3059          Rural             69.16 22.3         Unknown      0
## 3060          Urban             91.44   NA         Unknown      0
## 3061          Rural            215.81 58.1    never smoked      0
## 3062          Rural             65.40 36.9 formerly smoked      0
## 3063          Urban            139.72 43.9    never smoked      0
## 3064          Urban             72.81 18.2         Unknown      0
## 3065          Urban            149.17 23.1    never smoked      0
## 3066          Urban            125.74 32.6         Unknown      0
## 3067          Urban             90.21 41.2    never smoked      0
## 3068          Urban            139.48 28.6 formerly smoked      0
## 3069          Urban             90.77 26.0    never smoked      0
## 3070          Urban            220.24 36.8    never smoked      0
## 3071          Rural             81.42 35.8    never smoked      0
## 3072          Urban            102.36 24.2    never smoked      0
## 3073          Urban             82.85 22.9          smokes      0
## 3074          Urban            102.11 23.1    never smoked      0
## 3075          Rural            195.61   NA    never smoked      0
## 3076          Urban             80.92 28.9          smokes      0
## 3077          Rural             71.80 26.5    never smoked      0
## 3078          Urban             88.47 29.3    never smoked      0
## 3079          Urban             67.68 24.8 formerly smoked      0
## 3080          Rural             98.65 20.1         Unknown      0
## 3081          Rural             83.58 18.2    never smoked      0
## 3082          Rural            104.04 34.7 formerly smoked      0
## 3083          Rural             69.40 24.0         Unknown      0
## 3084          Urban            106.22 29.0    never smoked      0
## 3085          Rural            112.46 27.3    never smoked      0
## 3086          Rural             72.42 27.6    never smoked      0
## 3087          Rural             96.73 20.4    never smoked      0
## 3088          Urban            107.40 17.7         Unknown      0
## 3089          Urban            267.61 27.9          smokes      0
## 3090          Rural            109.46 41.5    never smoked      0
## 3091          Rural            120.05 27.4         Unknown      0
## 3092          Rural            106.33 27.8         Unknown      0
## 3093          Urban             97.28 17.8         Unknown      0
## 3094          Rural             83.13 32.0          smokes      0
## 3095          Urban             97.35 37.3         Unknown      0
## 3096          Urban             79.54 28.1         Unknown      0
## 3097          Urban             76.55 29.1         Unknown      0
## 3098          Urban             56.11 22.9         Unknown      0
## 3099          Rural             91.36 38.8 formerly smoked      0
## 3100          Rural             79.27 29.0          smokes      0
## 3101          Urban            113.21 28.6          smokes      0
## 3102          Urban            105.99 29.8    never smoked      0
## 3103          Rural             59.93 28.9 formerly smoked      0
## 3104          Rural             88.83 29.1         Unknown      0
## 3105          Urban             73.37   NA          smokes      0
## 3106          Urban            115.42 16.7          smokes      0
## 3107          Rural             71.93 34.1         Unknown      0
## 3108          Rural             96.43 25.7         Unknown      0
## 3109          Urban            161.95 30.8    never smoked      0
## 3110          Urban            104.55 23.9          smokes      0
## 3111          Urban             71.25 18.8         Unknown      0
## 3112          Urban            160.87   NA formerly smoked      0
## 3113          Urban             82.02 41.8          smokes      0
## 3114          Urban             78.02 36.4    never smoked      0
## 3115          Urban            115.21 28.7         Unknown      0
## 3116          Urban             65.12 28.3    never smoked      0
## 3117          Rural            143.33 22.4 formerly smoked      0
## 3118          Rural             80.55 15.1         Unknown      0
## 3119          Urban             88.20 22.7    never smoked      0
## 3120          Rural            147.42 26.6         Unknown      0
## 3121          Rural             86.53 20.8    never smoked      0
## 3122          Rural             91.95 23.0         Unknown      0
## 3123          Rural             63.72 35.8          smokes      0
## 3124          Rural             63.78 29.9    never smoked      0
## 3125          Urban             55.64 43.4    never smoked      0
## 3126          Urban             88.88 36.3    never smoked      0
## 3127          Urban            114.61 40.1 formerly smoked      0
## 3128          Rural             56.08 35.9 formerly smoked      0
## 3129          Rural             59.62 32.4    never smoked      0
## 3130          Urban             75.85 20.3         Unknown      0
## 3131          Rural            176.71 33.2    never smoked      0
## 3132          Urban             80.07 22.3         Unknown      0
## 3133          Rural             56.33 18.1         Unknown      0
## 3134          Urban             87.16 28.2    never smoked      0
## 3135          Rural            102.46 29.7    never smoked      0
## 3136          Rural             84.10   NA         Unknown      0
## 3137          Rural            161.00 29.0          smokes      0
## 3138          Urban             70.70 25.4         Unknown      0
## 3139          Rural             81.26 26.5         Unknown      0
## 3140          Rural            157.67 22.7 formerly smoked      0
## 3141          Urban             89.59 27.5         Unknown      0
## 3142          Urban             64.02 23.8          smokes      0
## 3143          Rural            110.69 35.6         Unknown      0
## 3144          Rural             71.97 27.2    never smoked      0
## 3145          Rural             82.07 30.4         Unknown      0
## 3146          Rural             65.07 21.5    never smoked      0
## 3147          Rural            207.62 31.8    never smoked      0
## 3148          Urban            108.64 29.5    never smoked      0
## 3149          Urban            201.58 30.6         Unknown      0
## 3150          Urban            116.20 27.6 formerly smoked      0
## 3151          Rural            231.43 23.0          smokes      0
## 3152          Urban            112.62 24.8    never smoked      0
## 3153          Urban            220.26 28.0 formerly smoked      0
## 3154          Urban             84.37 22.2         Unknown      0
## 3155          Rural             82.83 27.8 formerly smoked      0
## 3156          Urban            102.48 30.2 formerly smoked      0
## 3157          Rural             69.12 26.8    never smoked      0
## 3158          Urban            211.12 22.0    never smoked      0
## 3159          Rural             95.38 34.3 formerly smoked      0
## 3160          Rural            108.72 29.2 formerly smoked      0
## 3161          Rural             88.65 30.3    never smoked      0
## 3162          Urban            177.91   NA         Unknown      0
## 3163          Urban             90.19   NA         Unknown      0
## 3164          Rural             73.78 21.4          smokes      0
## 3165          Urban             82.85   NA          smokes      0
## 3166          Rural             59.48 26.6         Unknown      0
## 3167          Rural             75.77 30.0 formerly smoked      0
## 3168          Rural             80.96 33.7 formerly smoked      0
## 3169          Rural             82.40 30.9          smokes      0
## 3170          Urban             78.93 31.1         Unknown      0
## 3171          Urban             80.59 23.0         Unknown      0
## 3172          Urban             70.59 20.2         Unknown      0
## 3173          Rural             98.57 31.6    never smoked      0
## 3174          Rural             61.87 23.9         Unknown      0
## 3175          Urban             68.88 26.1         Unknown      0
## 3176          Urban             66.25 15.8         Unknown      0
## 3177          Rural             84.18   NA          smokes      0
## 3178          Rural             69.23 28.7          smokes      0
## 3179          Rural             73.20 28.9         Unknown      0
## 3180          Urban            103.45 25.1          smokes      0
## 3181          Urban            104.86 19.8    never smoked      0
## 3182          Urban             90.30 30.8          smokes      0
## 3183          Rural             90.87 22.1    never smoked      0
## 3184          Rural             76.21 20.4         Unknown      0
## 3185          Rural             74.14 31.2 formerly smoked      0
## 3186          Urban             87.25 24.9          smokes      0
## 3187          Rural            215.33 27.0 formerly smoked      0
## 3188          Urban             88.38 20.1          smokes      0
## 3189          Rural            104.40 24.4    never smoked      0
## 3190          Urban            104.92 22.6    never smoked      0
## 3191          Urban            106.54 22.4    never smoked      0
## 3192          Rural             62.91 26.2    never smoked      0
## 3193          Rural             61.47 22.9    never smoked      0
## 3194          Rural             88.50 32.6 formerly smoked      0
## 3195          Rural            107.61 31.3         Unknown      0
## 3196          Urban             90.77 43.9 formerly smoked      0
## 3197          Urban            137.91 41.8    never smoked      0
## 3198          Rural            212.02   NA         Unknown      0
## 3199          Urban            228.20 37.7    never smoked      0
## 3200          Urban             92.15 20.8    never smoked      0
## 3201          Urban            126.32 21.6         Unknown      0
## 3202          Rural             94.96 22.1 formerly smoked      0
## 3203          Urban             89.52 39.2         Unknown      0
## 3204          Rural             66.59 36.7 formerly smoked      0
## 3205          Urban             80.10 32.0    never smoked      0
## 3206          Urban             73.72 25.9          smokes      0
## 3207          Urban             90.49 28.9 formerly smoked      0
## 3208          Urban             92.99 29.3 formerly smoked      0
## 3209          Rural             62.57 32.3    never smoked      0
## 3210          Rural             65.51 33.2 formerly smoked      0
## 3211          Urban             95.29 31.6          smokes      0
## 3212          Urban             83.70 20.6    never smoked      0
## 3213          Rural             63.16 23.3 formerly smoked      0
## 3214          Urban             87.77 30.8         Unknown      0
## 3215          Urban             87.23   NA formerly smoked      0
## 3216          Urban            260.85   NA         Unknown      0
## 3217          Rural            104.45   NA    never smoked      0
## 3218          Urban             87.52 23.7         Unknown      0
## 3219          Rural            113.65 49.3    never smoked      0
## 3220          Rural             65.93 30.3    never smoked      0
## 3221          Urban             93.78 24.4    never smoked      0
## 3222          Rural            223.90 28.2 formerly smoked      0
## 3223          Urban             77.54 33.8         Unknown      0
## 3224          Urban             93.18 42.6 formerly smoked      0
## 3225          Rural            169.74 31.9    never smoked      0
## 3226          Urban            101.93 34.0         Unknown      0
## 3227          Urban            125.03 19.8         Unknown      0
## 3228          Urban             82.25 30.5 formerly smoked      0
## 3229          Urban             85.81 21.7 formerly smoked      0
## 3230          Rural             85.27 24.6    never smoked      0
## 3231          Urban             86.06 38.1    never smoked      0
## 3232          Urban            104.36 19.2          smokes      0
## 3233          Urban             78.29 30.1 formerly smoked      0
## 3234          Urban             93.55 23.3         Unknown      0
## 3235          Rural            207.96 34.5 formerly smoked      0
## 3236          Rural            105.52 30.8    never smoked      0
## 3237          Rural            109.27 43.8 formerly smoked      0
## 3238          Urban             91.34 29.9    never smoked      0
## 3239          Rural            176.78 50.4    never smoked      0
## 3240          Rural             67.73 22.6    never smoked      0
## 3241          Rural             73.27 19.5         Unknown      0
## 3242          Rural             70.29 33.4 formerly smoked      0
## 3243          Rural             91.47 24.2         Unknown      0
## 3244          Urban            205.01 52.7 formerly smoked      0
## 3245          Rural             73.87 25.6         Unknown      0
## 3246          Rural             64.44 26.9 formerly smoked      0
## 3247          Rural            111.65 35.2 formerly smoked      0
## 3248          Rural             90.65 22.1 formerly smoked      0
## 3249          Urban             94.20 34.4          smokes      0
## 3250          Urban             56.95 26.0         Unknown      0
## 3251          Rural             92.37 26.9    never smoked      0
## 3252          Rural            127.23 20.1         Unknown      0
## 3253          Rural            191.78 24.7         Unknown      0
## 3254          Rural             86.36 32.1          smokes      0
## 3255          Urban             82.72 29.8          smokes      0
## 3256          Urban            113.57 27.5 formerly smoked      0
## 3257          Urban             89.58 22.8         Unknown      0
## 3258          Rural             91.85 27.6 formerly smoked      0
## 3259          Urban             88.89 33.0    never smoked      0
## 3260          Urban             79.55 33.7    never smoked      0
## 3261          Urban            108.62 25.1         Unknown      0
## 3262          Urban             78.24 15.3         Unknown      0
## 3263          Rural             88.49 22.2          smokes      0
## 3264          Rural             91.85 21.4 formerly smoked      0
## 3265          Rural             72.01 26.0 formerly smoked      0
## 3266          Rural             81.96 29.9    never smoked      0
## 3267          Urban             70.56 28.6          smokes      0
## 3268          Urban             71.02 21.2    never smoked      0
## 3269          Rural             99.75 16.0         Unknown      0
## 3270          Urban            127.20 22.7    never smoked      0
## 3271          Rural             69.76 25.3          smokes      0
## 3272          Rural             74.63 31.6 formerly smoked      0
## 3273          Rural            102.27 38.9 formerly smoked      0
## 3274          Rural             73.56 27.1          smokes      0
## 3275          Urban             57.77 24.1 formerly smoked      0
## 3276          Urban            151.25 31.5    never smoked      0
## 3277          Urban             78.32 32.0         Unknown      0
## 3278          Rural             71.50 31.8    never smoked      0
## 3279          Urban             84.70 34.0    never smoked      0
## 3280          Urban            127.28 23.4         Unknown      0
## 3281          Rural             80.72 29.3         Unknown      0
## 3282          Rural             73.92 17.2         Unknown      0
## 3283          Urban             93.24 31.9         Unknown      0
## 3284          Urban             72.60 31.6    never smoked      0
## 3285          Rural             69.77 23.2    never smoked      0
## 3286          Urban             84.43 30.0          smokes      0
## 3287          Rural             84.13 26.3    never smoked      0
## 3288          Rural             81.54 31.8 formerly smoked      0
## 3289          Rural             57.17 25.5 formerly smoked      0
## 3290          Rural             86.15 21.3    never smoked      0
## 3291          Rural            163.02 29.6    never smoked      0
## 3292          Urban            110.41 28.7    never smoked      0
## 3293          Rural            102.58 30.8    never smoked      0
## 3294          Urban             90.97 32.1         Unknown      0
## 3295          Rural            140.96 34.0          smokes      0
## 3296          Rural             70.33 16.9         Unknown      0
## 3297          Rural             64.18 32.1    never smoked      0
## 3298          Rural            127.57 22.6    never smoked      0
## 3299          Urban            109.23 31.3    never smoked      0
## 3300          Urban            124.49 29.0    never smoked      0
## 3301          Rural            142.82 27.6    never smoked      0
## 3302          Rural             75.69 17.7         Unknown      0
## 3303          Urban             74.08 35.9         Unknown      0
## 3304          Urban             75.98 33.8         Unknown      0
## 3305          Rural             57.80 17.6         Unknown      0
## 3306          Urban             76.44 48.3         Unknown      0
## 3307          Urban            214.43 39.9          smokes      0
## 3308          Urban             79.03 11.3         Unknown      0
## 3309          Urban             66.46 31.5 formerly smoked      0
## 3310          Urban             56.42 29.6    never smoked      0
## 3311          Rural            112.72 19.4         Unknown      0
## 3312          Urban            114.02 18.1         Unknown      0
## 3313          Urban             72.33 36.2          smokes      0
## 3314          Rural             55.59 17.9         Unknown      0
## 3315          Rural             73.48 33.0    never smoked      0
## 3316          Urban            105.05 20.4         Unknown      0
## 3317          Urban             84.78 33.6 formerly smoked      0
## 3318          Rural            164.77 34.5    never smoked      0
## 3319          Rural            220.64 30.0    never smoked      0
## 3320          Urban            159.39 12.8         Unknown      0
## 3321          Urban             69.53 26.2    never smoked      0
## 3322          Urban             81.42 13.5         Unknown      0
## 3323          Urban             83.93 25.6 formerly smoked      0
## 3324          Rural             98.90 18.8         Unknown      0
## 3325          Urban             82.64 14.5         Unknown      0
## 3326          Rural            112.54 23.4 formerly smoked      0
## 3327          Rural             75.25 39.7 formerly smoked      0
## 3328          Urban            204.77 40.8    never smoked      0
## 3329          Urban             63.86 29.5          smokes      0
## 3330          Rural             72.20 33.0         Unknown      0
## 3331          Urban             80.08 25.6    never smoked      0
## 3332          Urban            101.61 33.1         Unknown      0
## 3333          Urban            114.32 28.1         Unknown      0
## 3334          Rural             80.82 49.3    never smoked      0
## 3335          Rural             90.60 16.9    never smoked      0
## 3336          Rural             93.67 35.9         Unknown      0
## 3337          Rural             87.15 32.1    never smoked      0
## 3338          Urban             80.72 34.1          smokes      0
## 3339          Urban             83.16 15.1         Unknown      0
## 3340          Rural             98.14 42.0         Unknown      0
## 3341          Urban             83.13 16.8         Unknown      0
## 3342          Rural            134.24 28.8         Unknown      0
## 3343          Urban            248.37 32.2          smokes      0
## 3344          Rural             61.75 16.2         Unknown      0
## 3345          Urban             70.55 44.2         Unknown      0
## 3346          Rural            124.38 23.4 formerly smoked      0
## 3347          Rural             92.21 31.0    never smoked      0
## 3348          Urban            148.72 28.7    never smoked      0
## 3349          Urban             79.25 23.6         Unknown      0
## 3350          Urban             82.09 35.7          smokes      0
## 3351          Urban            194.53 39.5    never smoked      0
## 3352          Rural             98.84 27.3         Unknown      0
## 3353          Rural            135.74 31.3 formerly smoked      0
## 3354          Rural             66.55 33.4         Unknown      0
## 3355          Urban            115.69 29.2    never smoked      0
## 3356          Rural             67.76 26.0    never smoked      0
## 3357          Rural             88.65 18.1 formerly smoked      0
## 3358          Rural            106.11 22.4         Unknown      0
## 3359          Rural             95.49 29.4         Unknown      0
## 3360          Urban             59.07 21.6    never smoked      0
## 3361          Urban            228.92 27.9 formerly smoked      0
## 3362          Rural             62.89 29.6         Unknown      0
## 3363          Rural             96.84 30.2         Unknown      0
## 3364          Rural             81.25 43.4          smokes      0
## 3365          Urban             92.71 30.5 formerly smoked      0
## 3366          Rural             85.59 33.2         Unknown      0
## 3367          Urban             89.06 27.7    never smoked      0
## 3368          Urban             87.44 33.5         Unknown      0
## 3369          Urban             64.07 28.0         Unknown      0
## 3370          Urban             79.39 31.5 formerly smoked      0
## 3371          Rural             67.84 24.0         Unknown      0
## 3372          Rural             81.73 27.4    never smoked      0
## 3373          Urban            105.52 37.9 formerly smoked      0
## 3374          Rural             77.55 26.2         Unknown      0
## 3375          Urban            127.42 22.4         Unknown      0
## 3376          Urban            227.68   NA    never smoked      0
## 3377          Rural            226.73 43.7    never smoked      0
## 3378          Urban             89.74 28.4    never smoked      0
## 3379          Rural            219.17 29.8    never smoked      0
## 3380          Urban             74.85 24.8 formerly smoked      0
## 3381          Urban             55.96 34.8    never smoked      0
## 3382          Urban            215.92 27.4          smokes      0
## 3383          Urban             84.40   NA          smokes      0
## 3384          Urban            104.05 33.5    never smoked      0
## 3385          Urban             62.54 35.0          smokes      0
## 3386          Rural             87.54 24.4         Unknown      0
## 3387          Urban             76.81 28.3          smokes      0
## 3388          Rural            198.12 29.1    never smoked      0
## 3389          Rural             78.00 31.3 formerly smoked      0
## 3390          Urban             79.44 32.8    never smoked      0
## 3391          Rural             75.82 29.1    never smoked      0
## 3392          Urban            240.86 31.9    never smoked      0
## 3393          Urban             89.28 14.2         Unknown      0
## 3394          Rural            263.56 26.3    never smoked      0
## 3395          Urban             81.13 22.8    never smoked      0
## 3396          Urban            118.44 24.8    never smoked      0
## 3397          Rural             97.37 34.1          smokes      0
## 3398          Urban             80.51 21.5         Unknown      0
## 3399          Rural             78.88 26.1    never smoked      0
## 3400          Rural             83.61 21.4          smokes      0
## 3401          Urban             73.19 33.5    never smoked      0
## 3402          Urban             68.91 23.0         Unknown      0
## 3403          Rural            104.30 18.5         Unknown      0
## 3404          Urban             87.87 23.4    never smoked      0
## 3405          Urban             96.70 31.4         Unknown      0
## 3406          Rural             91.05 31.1 formerly smoked      0
## 3407          Rural            200.14 37.7          smokes      0
## 3408          Urban             73.04 25.3    never smoked      0
## 3409          Rural             85.81 35.6    never smoked      0
## 3410          Urban             65.41 24.8          smokes      0
## 3411          Rural            108.68 32.7    never smoked      0
## 3412          Rural             88.79 24.9    never smoked      0
## 3413          Rural            107.82 26.0    never smoked      0
## 3414          Urban             97.39 22.8    never smoked      0
## 3415          Urban            141.09 24.0         Unknown      0
## 3416          Urban            122.38 20.3         Unknown      0
## 3417          Urban             77.91 30.3 formerly smoked      0
## 3418          Rural            103.60 23.7    never smoked      0
## 3419          Rural            159.70 25.7         Unknown      0
## 3420          Rural            118.22 21.9 formerly smoked      0
## 3421          Urban             84.50 15.8         Unknown      0
## 3422          Rural             85.59 30.5    never smoked      0
## 3423          Rural             84.42 25.7         Unknown      0
## 3424          Rural            100.98 19.0         Unknown      0
## 3425          Rural             81.11 28.8 formerly smoked      0
## 3426          Rural            235.45   NA formerly smoked      0
## 3427          Rural             79.20 22.4    never smoked      0
## 3428          Urban            207.71 32.4         Unknown      0
## 3429          Rural             99.84 36.6    never smoked      0
## 3430          Rural             98.05 27.9    never smoked      0
## 3431          Rural            105.90 27.7         Unknown      0
## 3432          Rural            107.55   NA         Unknown      0
## 3433          Urban            146.21 34.3         Unknown      0
## 3434          Urban             79.94 26.7    never smoked      0
## 3435          Rural             72.28 19.0         Unknown      0
## 3436          Rural            123.10 20.6         Unknown      0
## 3437          Rural             67.06 26.7          smokes      0
## 3438          Rural             82.68 29.2    never smoked      0
## 3439          Rural            125.89 21.3    never smoked      0
## 3440          Urban            228.05 51.9         Unknown      0
## 3441          Urban             98.23 14.1         Unknown      0
## 3442          Urban             90.06 28.9          smokes      0
## 3443          Urban            119.90 30.9          smokes      0
## 3444          Urban             94.53 36.1    never smoked      0
## 3445          Urban             64.66 25.0 formerly smoked      0
## 3446          Urban            103.79 28.6    never smoked      0
## 3447          Urban             88.51 20.5    never smoked      0
## 3448          Rural             97.26 16.7         Unknown      0
## 3449          Urban             92.59 36.6    never smoked      0
## 3450          Rural            102.89 26.4    never smoked      0
## 3451          Rural             92.26 33.1 formerly smoked      0
## 3452          Rural             80.00 27.5    never smoked      0
## 3453          Urban             56.75 26.9    never smoked      0
## 3454          Urban            104.66 23.9    never smoked      0
## 3455          Rural             60.39 26.9         Unknown      0
## 3456          Urban            223.14 27.8    never smoked      0
## 3457          Urban            105.51 32.7    never smoked      0
## 3458          Urban             83.42 28.7    never smoked      0
## 3459          Urban             71.06 22.6         Unknown      0
## 3460          Urban            101.24 26.5    never smoked      0
## 3461          Urban             91.19 28.3    never smoked      0
## 3462          Urban            174.43 24.3    never smoked      0
## 3463          Urban            214.51 24.0 formerly smoked      0
## 3464          Rural             72.64 32.4    never smoked      0
## 3465          Urban             62.69 28.7         Unknown      0
## 3466          Rural            141.16 36.7    never smoked      0
## 3467          Rural             89.61 27.7    never smoked      0
## 3468          Rural             76.42 24.8          smokes      0
## 3469          Rural            124.38 31.2    never smoked      0
## 3470          Urban            111.81 26.1 formerly smoked      0
## 3471          Rural             57.57 26.8         Unknown      0
## 3472          Urban             77.82 26.7 formerly smoked      0
## 3473          Urban             60.09 19.6         Unknown      0
## 3474          Urban             91.02 25.8    never smoked      0
## 3475          Rural             65.46 32.5 formerly smoked      0
## 3476          Rural            131.19 28.3          smokes      0
## 3477          Rural             79.89 24.5          smokes      0
## 3478          Urban             74.54 25.2         Unknown      0
## 3479          Urban            231.31 32.3    never smoked      0
## 3480          Urban             91.57 30.1 formerly smoked      0
## 3481          Urban            238.78 35.7 formerly smoked      0
## 3482          Rural             87.18 20.0 formerly smoked      0
## 3483          Rural             78.94 23.5         Unknown      0
## 3484          Rural             69.01 23.4         Unknown      0
## 3485          Rural            110.28 22.3    never smoked      0
## 3486          Urban             71.66 28.7    never smoked      0
## 3487          Urban             62.57 20.9         Unknown      0
## 3488          Urban             83.64 29.4          smokes      0
## 3489          Urban            107.18 27.6         Unknown      0
## 3490          Rural            233.59 43.9    never smoked      0
## 3491          Urban             84.88 28.7 formerly smoked      0
## 3492          Rural             97.95 34.7         Unknown      0
## 3493          Rural             58.19 37.1         Unknown      0
## 3494          Rural             70.11 24.2    never smoked      0
## 3495          Urban            112.77 22.7          smokes      0
## 3496          Urban             75.46 29.3 formerly smoked      0
## 3497          Urban             63.63 20.0          smokes      0
## 3498          Urban            100.22 22.7          smokes      0
## 3499          Rural             81.77 25.4    never smoked      0
## 3500          Rural             94.25 37.6    never smoked      0
## 3501          Rural            188.13 44.7 formerly smoked      0
## 3502          Rural            164.70 26.3         Unknown      0
## 3503          Rural             68.27 25.0         Unknown      0
## 3504          Rural             79.81   NA formerly smoked      0
## 3505          Rural            100.12 32.3 formerly smoked      0
## 3506          Urban            151.23 24.9    never smoked      0
## 3507          Rural            112.41 33.7    never smoked      0
## 3508          Urban            205.97 26.6 formerly smoked      0
## 3509          Urban            112.19 53.4    never smoked      0
## 3510          Rural             71.93 41.7    never smoked      0
## 3511          Urban            190.89 22.0    never smoked      0
## 3512          Urban            138.02 20.3          smokes      0
## 3513          Rural             66.16 42.7         Unknown      0
## 3514          Rural            105.73 28.2          smokes      0
## 3515          Rural             78.34 32.5         Unknown      0
## 3516          Urban            102.10 22.5 formerly smoked      0
## 3517          Urban             97.37 26.5          smokes      0
## 3518          Urban            193.87 41.0         Unknown      0
## 3519          Rural             78.32 27.0         Unknown      0
## 3520          Rural            130.00 25.9 formerly smoked      0
## 3521          Urban             74.00 23.7         Unknown      0
## 3522          Rural            111.04 30.0    never smoked      0
## 3523          Urban            214.77 15.0 formerly smoked      0
## 3524          Rural             97.25 21.5    never smoked      0
## 3525          Urban             79.95 25.9    never smoked      0
## 3526          Urban            162.24 24.3          smokes      0
## 3527          Urban             74.36 39.2         Unknown      0
## 3528          Urban             69.68 14.4         Unknown      0
## 3529          Urban             98.35 26.6    never smoked      0
## 3530          Urban             75.73 30.7    never smoked      0
## 3531          Rural             85.86 35.4         Unknown      0
## 3532          Urban             80.34 29.2    never smoked      0
## 3533          Rural             73.76 26.7         Unknown      0
## 3534          Rural             94.96 21.5    never smoked      0
## 3535          Urban            108.18 19.1    never smoked      0
## 3536          Rural             85.23 25.4         Unknown      0
## 3537          Rural            189.88 34.0    never smoked      0
## 3538          Urban            197.11 23.9    never smoked      0
## 3539          Rural            100.08 20.9          smokes      0
## 3540          Rural             68.62 18.2         Unknown      0
## 3541          Rural             84.07 27.6          smokes      0
## 3542          Rural             99.65 50.3    never smoked      0
## 3543          Urban             82.33 24.5    never smoked      0
## 3544          Urban             94.49 16.6         Unknown      0
## 3545          Rural            108.71 24.0    never smoked      0
## 3546          Urban             64.94 18.8    never smoked      0
## 3547          Urban             98.22 34.0         Unknown      0
## 3548          Urban             83.50 25.8    never smoked      0
## 3549          Rural            192.47 30.3    never smoked      0
## 3550          Urban            125.89 28.9          smokes      0
## 3551          Urban             87.72 21.3    never smoked      0
## 3552          Rural             68.94 26.8    never smoked      0
## 3553          Rural             66.51 29.2         Unknown      0
## 3554          Urban             85.82 25.0 formerly smoked      0
## 3555          Rural             87.47 21.5    never smoked      0
## 3556          Urban             87.74 17.1         Unknown      0
## 3557          Rural             85.12 32.5    never smoked      0
## 3558          Urban            103.37 26.9 formerly smoked      0
## 3559          Rural             81.68 30.4    never smoked      0
## 3560          Urban             76.51 29.8    never smoked      0
## 3561          Rural            110.17 20.3         Unknown      0
## 3562          Rural             65.12 41.1          smokes      0
## 3563          Rural             76.66   NA         Unknown      0
## 3564          Rural            109.88 33.9         Unknown      0
## 3565          Urban            199.38 39.0         Unknown      0
## 3566          Urban             65.77 31.2    never smoked      0
## 3567          Rural             55.72 38.2    never smoked      0
## 3568          Urban             75.67 44.7    never smoked      0
## 3569          Rural             88.18 33.5          smokes      0
## 3570          Rural             95.94 27.0    never smoked      0
## 3571          Urban             86.93 31.1    never smoked      0
## 3572          Urban             85.17 29.2    never smoked      0
## 3573          Urban            111.10 26.6    never smoked      0
## 3574          Rural             92.00 17.9         Unknown      0
## 3575          Urban             97.47 24.2 formerly smoked      0
## 3576          Urban             79.21 19.5         Unknown      0
## 3577          Rural             83.97 28.5 formerly smoked      0
## 3578          Urban             98.55 21.3    never smoked      0
## 3579          Rural            202.98 41.3    never smoked      0
## 3580          Urban             60.70 31.3    never smoked      0
## 3581          Urban             92.22 40.8    never smoked      0
## 3582          Rural             79.94 36.6         Unknown      0
## 3583          Rural             83.68 26.7         Unknown      0
## 3584          Urban             69.92 18.7 formerly smoked      0
## 3585          Rural            136.96 15.2         Unknown      0
## 3586          Rural             95.32 26.8    never smoked      0
## 3587          Rural            107.78 25.1    never smoked      0
## 3588          Urban            198.32 31.3 formerly smoked      0
## 3589          Urban            100.16 59.7    never smoked      0
## 3590          Urban             96.02 29.8    never smoked      0
## 3591          Rural            112.69 33.5 formerly smoked      0
## 3592          Urban             60.61 24.5    never smoked      0
## 3593          Urban             79.77 33.6    never smoked      0
## 3594          Urban             87.41 39.7 formerly smoked      0
## 3595          Rural            226.38 47.4    never smoked      0
## 3596          Rural            124.64 26.4          smokes      0
## 3597          Urban             69.42 33.0    never smoked      0
## 3598          Urban             77.68 31.4    never smoked      0
## 3599          Rural            112.79 27.2    never smoked      0
## 3600          Rural            236.79 35.7 formerly smoked      0
## 3601          Rural            219.82 29.5 formerly smoked      0
## 3602          Urban             82.05 21.0         Unknown      0
## 3603          Rural            104.08 26.6    never smoked      0
## 3604          Urban            101.57 24.3          smokes      0
## 3605          Rural             71.32 43.9          smokes      0
## 3606          Rural            143.97   NA         Unknown      0
## 3607          Rural            239.19 52.5         Unknown      0
## 3608          Rural             78.45 27.0 formerly smoked      0
## 3609          Rural             61.11 32.7    never smoked      0
## 3610          Urban             87.29 29.4         Unknown      0
## 3611          Rural             82.49 15.1         Unknown      0
## 3612          Urban             83.15 32.1         Unknown      0
## 3613          Rural             83.26 32.9    never smoked      0
## 3614          Urban             78.70 27.6 formerly smoked      0
## 3615          Urban            111.94 26.5          smokes      0
## 3616          Rural            104.77 19.2          smokes      0
## 3617          Urban            104.26 25.9         Unknown      0
## 3618          Rural            113.84 21.9    never smoked      0
## 3619          Urban            114.71 17.4         Unknown      0
## 3620          Urban             61.54 13.2         Unknown      0
## 3621          Rural            133.62 25.2    never smoked      0
## 3622          Rural            111.96 28.2    never smoked      0
## 3623          Urban            112.44 31.5         Unknown      0
## 3624          Urban            123.61 25.2         Unknown      0
## 3625          Urban             84.68 14.5         Unknown      0
## 3626          Rural            206.62 28.0 formerly smoked      0
## 3627          Rural            114.54 15.1         Unknown      0
## 3628          Rural            216.88 31.4          smokes      0
## 3629          Urban            110.38 26.3    never smoked      0
## 3630          Urban             99.23   NA          smokes      0
## 3631          Rural            204.92 39.6    never smoked      0
## 3632          Urban             56.74 28.9    never smoked      0
## 3633          Rural             68.35 31.4         Unknown      0
## 3634          Urban             83.52 34.3         Unknown      0
## 3635          Urban             59.74 27.0 formerly smoked      0
## 3636          Rural             81.59 27.2    never smoked      0
## 3637          Rural            123.83 23.8    never smoked      0
## 3638          Urban            226.84 25.3 formerly smoked      0
## 3639          Rural             93.20 32.6         Unknown      0
## 3640          Rural             85.84 31.8    never smoked      0
## 3641          Urban             74.64 22.4         Unknown      0
## 3642          Urban             80.17 28.0    never smoked      0
## 3643          Urban             85.03 23.9 formerly smoked      0
## 3644          Urban            234.35 25.3 formerly smoked      0
## 3645          Urban            116.25 16.4 formerly smoked      0
## 3646          Urban             66.55 26.9          smokes      0
## 3647          Urban             88.38 25.4    never smoked      0
## 3648          Urban             81.05 18.7         Unknown      0
## 3649          Urban             68.40 37.5    never smoked      0
## 3650          Urban             96.95 41.4    never smoked      0
## 3651          Rural             66.24 37.5    never smoked      0
## 3652          Rural             91.81 15.8         Unknown      0
## 3653          Urban             84.86 37.6    never smoked      0
## 3654          Rural            118.88 30.5    never smoked      0
## 3655          Urban             85.91 22.1         Unknown      0
## 3656          Rural            115.40 19.2         Unknown      0
## 3657          Rural             75.34 38.0    never smoked      0
## 3658          Rural            100.19 18.7         Unknown      0
## 3659          Urban            200.73 25.7 formerly smoked      0
## 3660          Urban            114.09 30.1    never smoked      0
## 3661          Urban             67.30 36.3    never smoked      0
## 3662          Rural             96.91 20.4         Unknown      0
## 3663          Rural            116.20 20.9         Unknown      0
## 3664          Rural             72.54 28.4    never smoked      0
## 3665          Rural             96.01 33.8         Unknown      0
## 3666          Urban             89.16 24.0    never smoked      0
## 3667          Rural            108.64 43.3    never smoked      0
## 3668          Rural             83.66 36.4    never smoked      0
## 3669          Rural             81.21 37.9    never smoked      0
## 3670          Urban             86.96 32.6    never smoked      0
## 3671          Rural             92.95 23.9    never smoked      0
## 3672          Urban             95.86 18.1         Unknown      0
## 3673          Rural             85.52 36.4    never smoked      0
## 3674          Rural            159.39 29.2    never smoked      0
## 3675          Urban            202.51 30.8 formerly smoked      0
## 3676          Rural             82.24 23.8 formerly smoked      0
## 3677          Rural            109.81 17.9         Unknown      0
## 3678          Rural             91.85 31.8 formerly smoked      0
## 3679          Rural            123.49 19.5         Unknown      0
## 3680          Rural            105.49 31.5          smokes      0
## 3681          Urban            101.53 24.1 formerly smoked      0
## 3682          Urban             89.45   NA         Unknown      0
## 3683          Urban            126.04 35.9    never smoked      0
## 3684          Rural             95.49 31.6         Unknown      0
## 3685          Rural             89.38 19.0         Unknown      0
## 3686          Urban             82.30 18.8         Unknown      0
## 3687          Urban            218.00 33.5         Unknown      0
## 3688          Urban             79.70 25.0    never smoked      0
## 3689          Rural            209.15 52.9 formerly smoked      0
## 3690          Rural             70.22 24.8 formerly smoked      0
## 3691          Rural             83.57 24.5    never smoked      0
## 3692          Urban             60.60 40.4          smokes      0
## 3693          Urban             97.24 20.2         Unknown      0
## 3694          Rural            162.72 31.9          smokes      0
## 3695          Urban             73.27 25.4          smokes      0
## 3696          Urban             92.62 15.4         Unknown      0
## 3697          Urban             90.00 38.6    never smoked      0
## 3698          Rural             78.28 31.0 formerly smoked      0
## 3699          Rural             87.81 26.4          smokes      0
## 3700          Urban            202.66   NA    never smoked      0
## 3701          Rural            196.50 37.7    never smoked      0
## 3702          Urban            142.31 35.2          smokes      0
## 3703          Rural             94.96 54.7          smokes      0
## 3704          Rural             83.78 21.6    never smoked      0
## 3705          Urban             86.10 23.9         Unknown      0
## 3706          Rural             74.50   NA         Unknown      0
## 3707          Urban             66.96 26.1    never smoked      0
## 3708          Rural             76.70 39.7 formerly smoked      0
## 3709          Rural            103.12 29.9 formerly smoked      0
## 3710          Urban             84.03 31.4    never smoked      0
## 3711          Rural             74.15 34.5 formerly smoked      0
## 3712          Rural             73.29 29.4    never smoked      0
## 3713          Urban            115.16 26.9         Unknown      0
## 3714          Urban             83.55 22.4         Unknown      0
## 3715          Urban             61.53 20.5         Unknown      0
## 3716          Rural            100.74 18.6         Unknown      0
## 3717          Urban             59.31 31.4          smokes      0
## 3718          Urban             63.22 18.5 formerly smoked      0
## 3719          Urban            209.50 41.8    never smoked      0
## 3720          Urban             64.51 21.2         Unknown      0
## 3721          Rural             90.07 28.6    never smoked      0
## 3722          Urban            113.95 16.0         Unknown      0
## 3723          Rural            119.32 30.6         Unknown      0
## 3724          Rural             99.12 29.0 formerly smoked      0
## 3725          Rural            152.84 28.6         Unknown      0
## 3726          Rural             78.23 34.8    never smoked      0
## 3727          Urban             68.80   NA         Unknown      0
## 3728          Urban             76.05 42.0         Unknown      0
## 3729          Rural            116.49 30.3    never smoked      0
## 3730          Rural             99.91 30.9         Unknown      0
## 3731          Urban             76.10 32.1          smokes      0
## 3732          Rural            121.99 19.6         Unknown      0
## 3733          Rural            116.21 32.8          smokes      0
## 3734          Urban             55.28 31.5         Unknown      0
## 3735          Rural            219.81   NA         Unknown      0
## 3736          Rural            103.73 34.7    never smoked      0
## 3737          Urban            153.08 21.5         Unknown      0
## 3738          Rural             98.69 27.6         Unknown      0
## 3739          Rural             94.11 28.6 formerly smoked      0
## 3740          Rural            117.03 21.1    never smoked      0
## 3741          Urban             91.35 23.8    never smoked      0
## 3742          Rural             82.48 33.5         Unknown      0
## 3743          Rural             99.76 33.4 formerly smoked      0
## 3744          Urban            111.10 23.3          smokes      0
## 3745          Rural            122.25 21.0    never smoked      0
## 3746          Urban             84.19 21.2    never smoked      0
## 3747          Urban             84.60 18.4         Unknown      0
## 3748          Urban            126.35 26.9    never smoked      0
## 3749          Urban             87.50 20.2 formerly smoked      0
## 3750          Rural             77.52 21.9    never smoked      0
## 3751          Rural            133.13 24.2         Unknown      0
## 3752          Urban             96.10 29.6    never smoked      0
## 3753          Urban            108.61 38.1          smokes      0
## 3754          Rural            205.23 22.0    never smoked      0
## 3755          Rural             76.74 29.8         Unknown      0
## 3756          Urban            138.55 24.0    never smoked      0
## 3757          Urban            234.27 26.9    never smoked      0
## 3758          Urban             75.16 38.0    never smoked      0
## 3759          Rural             77.08 16.9         Unknown      0
## 3760          Urban            101.19 23.4    never smoked      0
## 3761          Urban            107.74 38.5    never smoked      0
## 3762          Rural             62.32 21.6         Unknown      0
## 3763          Urban             56.32 15.9         Unknown      0
## 3764          Rural            131.28 25.1    never smoked      0
## 3765          Urban             67.02 41.1          smokes      0
## 3766          Rural             76.72 21.5         Unknown      0
## 3767          Urban            125.98 21.0          smokes      0
## 3768          Urban             72.09 24.1          smokes      0
## 3769          Urban             88.05 30.6         Unknown      0
## 3770          Urban             55.47 19.8          smokes      0
## 3771          Rural            145.94 29.2         Unknown      0
## 3772          Rural            239.21 33.7 formerly smoked      0
## 3773          Rural            196.08 31.0 formerly smoked      0
## 3774          Rural             93.93 21.5    never smoked      0
## 3775          Urban             76.74 19.1         Unknown      0
## 3776          Urban             83.74 21.4         Unknown      0
## 3777          Urban            119.58 24.8         Unknown      0
## 3778          Rural             68.66 35.1    never smoked      0
## 3779          Urban             65.79 28.6          smokes      0
## 3780          Urban            176.38 35.7    never smoked      0
## 3781          Urban            175.74 45.4         Unknown      0
## 3782          Urban            193.45 34.5    never smoked      0
## 3783          Rural             85.84 21.2    never smoked      0
## 3784          Rural             93.85 22.7 formerly smoked      0
## 3785          Rural             86.21 39.1    never smoked      0
## 3786          Rural             75.41 21.9         Unknown      0
## 3787          Rural             95.28 16.5         Unknown      0
## 3788          Urban             95.87 23.0    never smoked      0
## 3789          Urban            180.45 22.5    never smoked      0
## 3790          Urban             95.39 20.4         Unknown      0
## 3791          Rural             60.77 28.7          smokes      0
## 3792          Urban            102.84 22.4    never smoked      0
## 3793          Urban            130.37 26.3         Unknown      0
## 3794          Urban             65.44 23.6    never smoked      0
## 3795          Rural             79.84 25.9    never smoked      0
## 3796          Rural             62.61 30.7    never smoked      0
## 3797          Urban             70.07 24.5 formerly smoked      0
## 3798          Rural            108.80 24.0         Unknown      0
## 3799          Urban            112.11 20.1         Unknown      0
## 3800          Rural             92.35 38.0    never smoked      0
## 3801          Urban             76.57 26.6         Unknown      0
## 3802          Urban             69.50 24.5    never smoked      0
## 3803          Rural            219.38   NA    never smoked      0
## 3804          Rural             69.48 41.3    never smoked      0
## 3805          Urban             89.18 34.8          smokes      0
## 3806          Urban             68.09 35.5          smokes      0
## 3807          Rural             92.71 24.1         Unknown      0
## 3808          Rural             56.21 19.0         Unknown      0
## 3809          Rural             72.08   NA formerly smoked      0
## 3810          Urban             82.56 16.6         Unknown      0
## 3811          Urban             78.24 28.6         Unknown      0
## 3812          Rural             84.66 22.4    never smoked      0
## 3813          Urban             90.35 38.6         Unknown      0
## 3814          Rural             68.12 32.0         Unknown      0
## 3815          Rural             59.14 40.1    never smoked      0
## 3816          Urban             85.64 32.0 formerly smoked      0
## 3817          Rural             56.08 23.9         Unknown      0
## 3818          Rural             99.00 25.0    never smoked      0
## 3819          Urban             93.60 28.5          smokes      0
## 3820          Urban            105.75 19.8         Unknown      0
## 3821          Urban            114.09 25.7    never smoked      0
## 3822          Urban             57.42 28.0          smokes      0
## 3823          Urban            100.01 37.2    never smoked      0
## 3824          Urban             62.00 24.8 formerly smoked      0
## 3825          Rural            103.61 39.2    never smoked      0
## 3826          Rural            118.46 61.6          smokes      0
## 3827          Rural             94.77 27.2    never smoked      0
## 3828          Urban             72.12 38.0    never smoked      0
## 3829          Rural            155.23 36.2    never smoked      0
## 3830          Urban             90.60 16.6         Unknown      0
## 3831          Urban             81.92 38.0    never smoked      0
## 3832          Rural             67.10 31.4    never smoked      0
## 3833          Rural             58.01 35.3    never smoked      0
## 3834          Rural            173.90 35.8    never smoked      0
## 3835          Rural            106.27 28.6    never smoked      0
## 3836          Rural             60.57 34.0         Unknown      0
## 3837          Urban            105.34 15.5         Unknown      0
## 3838          Rural             96.28 31.1    never smoked      0
## 3839          Urban            122.73 37.5 formerly smoked      0
## 3840          Urban            104.12 37.7         Unknown      0
## 3841          Urban             69.74 24.2 formerly smoked      0
## 3842          Rural            106.95 33.4         Unknown      0
## 3843          Urban             94.63 33.0    never smoked      0
## 3844          Urban             86.97 25.7         Unknown      0
## 3845          Rural             76.12 19.4         Unknown      0
## 3846          Urban             99.94 33.4    never smoked      0
## 3847          Urban             91.53 18.0         Unknown      0
## 3848          Rural            145.46 40.1    never smoked      0
## 3849          Urban             74.86 26.9    never smoked      0
## 3850          Urban             74.42 22.5         Unknown      0
## 3851          Urban             70.07 27.6          smokes      0
## 3852          Urban             89.85 23.3         Unknown      0
## 3853          Rural            104.21 35.7    never smoked      0
## 3854          Rural            157.77 28.4    never smoked      0
## 3855          Urban            101.81 29.4          smokes      0
## 3856          Rural            103.00 31.9         Unknown      0
## 3857          Urban            101.85 25.1          smokes      0
## 3858          Urban             85.92 35.6          smokes      0
## 3859          Rural             56.85 21.1    never smoked      0
## 3860          Urban             89.04 17.8         Unknown      0
## 3861          Rural             63.01 31.5    never smoked      0
## 3862          Rural             65.48 26.6         Unknown      0
## 3863          Rural             68.60 44.8          smokes      0
## 3864          Urban             81.68 31.3 formerly smoked      0
## 3865          Urban             65.21 17.2         Unknown      0
## 3866          Urban             72.53 25.3          smokes      0
## 3867          Rural             81.78 28.8    never smoked      0
## 3868          Rural            116.85 49.9          smokes      0
## 3869          Rural             80.83 18.0         Unknown      0
## 3870          Urban             96.21 23.5    never smoked      0
## 3871          Rural            117.04 18.1         Unknown      0
## 3872          Rural             78.26 41.7 formerly smoked      0
## 3873          Urban             58.24   NA formerly smoked      0
## 3874          Urban             82.53 20.7          smokes      0
## 3875          Urban             71.25 30.3          smokes      0
## 3876          Rural            129.73 27.8    never smoked      0
## 3877          Urban            115.47 18.9         Unknown      0
## 3878          Urban             56.79 20.4         Unknown      0
## 3879          Urban            100.16 31.8         Unknown      0
## 3880          Rural             97.60 44.8          smokes      0
## 3881          Rural             90.54 37.1         Unknown      0
## 3882          Urban            105.88 39.9          smokes      0
## 3883          Rural            217.94 24.1 formerly smoked      0
## 3884          Urban             69.89 18.1         Unknown      0
## 3885          Urban             93.28 36.3    never smoked      0
## 3886          Rural            111.27 19.1          smokes      0
## 3887          Urban             91.04 21.1    never smoked      0
## 3888          Urban             87.20 28.9          smokes      0
## 3889          Rural            109.12 18.9         Unknown      0
## 3890          Urban            216.64 43.3 formerly smoked      0
## 3891          Rural             74.28 37.2 formerly smoked      0
## 3892          Urban             57.60 32.2         Unknown      0
## 3893          Urban            173.97 26.3         Unknown      0
## 3894          Rural             65.25 25.4          smokes      0
## 3895          Urban             80.92 18.3         Unknown      0
## 3896          Rural            124.37 21.4    never smoked      0
## 3897          Urban            102.39 22.9          smokes      0
## 3898          Rural             90.42 16.2         Unknown      0
## 3899          Rural             79.17 29.6         Unknown      0
## 3900          Urban             71.08 21.5    never smoked      0
## 3901          Urban             81.54 24.2    never smoked      0
## 3902          Urban            159.67 37.3    never smoked      0
## 3903          Urban             93.96 33.3          smokes      0
## 3904          Urban            103.01 33.1    never smoked      0
## 3905          Rural             92.49 22.2    never smoked      0
## 3906          Urban            208.85 24.4 formerly smoked      0
## 3907          Urban            122.39 30.3         Unknown      0
## 3908          Rural             65.91 28.2         Unknown      0
## 3909          Rural             70.25 17.0         Unknown      0
## 3910          Urban            219.70 53.8         Unknown      0
## 3911          Urban             65.70 30.4 formerly smoked      0
## 3912          Urban             67.08 22.3         Unknown      0
## 3913          Rural            107.58 25.3    never smoked      0
## 3914          Rural            208.05   NA          smokes      0
## 3915          Rural             95.87 29.8    never smoked      0
## 3916          Urban             68.17 43.8 formerly smoked      0
## 3917          Urban             95.37 34.5          smokes      0
## 3918          Urban             90.00 25.5    never smoked      0
## 3919          Rural            106.10 31.5          smokes      0
## 3920          Rural             56.13 39.2         Unknown      0
## 3921          Rural            104.03 47.3          smokes      0
## 3922          Rural            157.01 17.0         Unknown      0
## 3923          Urban             84.35 38.2    never smoked      0
## 3924          Rural             67.99 31.1    never smoked      0
## 3925          Rural            118.93 22.4    never smoked      0
## 3926          Rural            185.28 32.0          smokes      0
## 3927          Rural             82.08 24.7         Unknown      0
## 3928          Urban             88.32 36.3         Unknown      0
## 3929          Rural             85.16 20.2         Unknown      0
## 3930          Rural             69.54 27.4    never smoked      0
## 3931          Rural             62.12 29.6    never smoked      0
## 3932          Rural            198.30 54.3 formerly smoked      0
## 3933          Rural            100.06 28.6    never smoked      0
## 3934          Urban            101.13 43.9 formerly smoked      0
## 3935          Rural             91.09 22.2    never smoked      0
## 3936          Rural             61.54 28.4         Unknown      0
## 3937          Urban             62.02 23.7          smokes      0
## 3938          Urban            103.11 18.3         Unknown      0
## 3939          Rural             77.57 18.3         Unknown      0
## 3940          Urban             97.34 28.9    never smoked      0
## 3941          Urban             78.76   NA         Unknown      0
## 3942          Rural             67.10 27.1         Unknown      0
## 3943          Urban             79.89 13.8         Unknown      0
## 3944          Rural            206.66 21.9          smokes      0
## 3945          Urban             95.79 24.0         Unknown      0
## 3946          Urban             83.88   NA          smokes      0
## 3947          Rural             93.51 20.8         Unknown      0
## 3948          Urban            116.78 39.8 formerly smoked      0
## 3949          Rural            117.63 26.2    never smoked      0
## 3950          Rural             60.01 43.9         Unknown      0
## 3951          Rural             64.60 27.3         Unknown      0
## 3952          Rural             92.43   NA    never smoked      0
## 3953          Urban             71.63 22.0 formerly smoked      0
## 3954          Urban             87.79 40.0 formerly smoked      0
## 3955          Rural             99.64 20.1 formerly smoked      0
## 3956          Rural             86.53 42.2    never smoked      0
## 3957          Urban            200.68 25.8         Unknown      0
## 3958          Urban             98.37 27.2    never smoked      0
## 3959          Rural            117.98 30.9          smokes      0
## 3960          Urban            218.60 47.9 formerly smoked      0
## 3961          Urban            101.30 33.1          smokes      0
## 3962          Urban             79.51 37.8    never smoked      0
## 3963          Urban            223.26 25.4    never smoked      0
## 3964          Rural             97.22 28.4    never smoked      0
## 3965          Rural            172.27 16.6    never smoked      0
## 3966          Urban            221.83 35.1          smokes      0
## 3967          Urban             74.61 32.7         Unknown      0
## 3968          Rural             60.91 29.8         Unknown      0
## 3969          Rural             69.79 13.0         Unknown      0
## 3970          Urban             83.60 27.5 formerly smoked      0
## 3971          Urban             83.95 23.6         Unknown      0
## 3972          Rural             77.50 36.9          smokes      0
## 3973          Urban             64.29 16.7         Unknown      0
## 3974          Rural             61.10 26.5    never smoked      0
## 3975          Rural            100.71 37.0    never smoked      0
## 3976          Urban             65.21 27.7         Unknown      0
## 3977          Rural            119.77 23.5         Unknown      0
## 3978          Rural            102.39 40.4 formerly smoked      0
## 3979          Urban             59.67 27.7    never smoked      0
## 3980          Rural             83.16 28.3    never smoked      0
## 3981          Rural            218.10 55.0          smokes      0
## 3982          Rural             76.45 28.7         Unknown      0
## 3983          Rural            200.46 25.0         Unknown      0
## 3984          Urban             95.70 24.8 formerly smoked      0
## 3985          Rural             70.23 35.5    never smoked      0
## 3986          Urban             75.15 25.0         Unknown      0
## 3987          Rural             95.80 17.3         Unknown      0
## 3988          Urban             90.67 37.8         Unknown      0
## 3989          Rural             84.79 32.8 formerly smoked      0
## 3990          Urban            147.50 28.7         Unknown      0
## 3991          Rural            134.12 28.8 formerly smoked      0
## 3992          Urban             82.62 28.4    never smoked      0
## 3993          Rural            125.11 24.9 formerly smoked      0
## 3994          Urban             92.14 29.6 formerly smoked      0
## 3995          Urban            217.79 26.1 formerly smoked      0
## 3996          Rural             95.62 29.5          smokes      0
## 3997          Rural             93.80 23.9    never smoked      0
## 3998          Rural             90.61 25.8          smokes      0
## 3999          Urban            139.20 36.2    never smoked      0
## 4000          Rural             77.01 31.3 formerly smoked      0
## 4001          Urban            105.26 26.1    never smoked      0
## 4002          Rural             68.35 19.1         Unknown      0
## 4003          Rural             99.07 17.6    never smoked      0
## 4004          Rural            147.74 21.4         Unknown      0
## 4005          Urban             61.29 24.0         Unknown      0
## 4006          Rural             98.92 25.5    never smoked      0
## 4007          Urban             90.74 19.9         Unknown      0
## 4008          Rural            159.79 19.9         Unknown      0
## 4009          Rural            233.47 35.5    never smoked      0
## 4010          Urban             85.53 26.9          smokes      0
## 4011          Urban             76.70 24.2    never smoked      0
## 4012          Rural             67.87 30.0    never smoked      0
## 4013          Urban             77.26 30.9    never smoked      0
## 4014          Rural             91.28 26.5    never smoked      0
## 4015          Urban            129.19 30.6    never smoked      0
## 4016          Urban             97.86 19.1 formerly smoked      0
## 4017          Rural            112.33 23.2 formerly smoked      0
## 4018          Rural            110.41 30.5          smokes      0
## 4019          Rural             91.58 15.8         Unknown      0
## 4020          Urban             58.86 16.9    never smoked      0
## 4021          Rural             76.88 18.0         Unknown      0
## 4022          Urban            109.52 13.9         Unknown      0
## 4023          Urban            181.23 36.7    never smoked      0
## 4024          Urban            103.58 30.8 formerly smoked      0
## 4025          Rural             81.96 34.6    never smoked      0
## 4026          Rural            104.55 16.3         Unknown      0
## 4027          Urban             76.12 38.2 formerly smoked      0
## 4028          Rural             64.27 27.3    never smoked      0
## 4029          Rural            200.98 30.4          smokes      0
## 4030          Urban            101.96 34.5    never smoked      0
## 4031          Rural             84.17 17.4         Unknown      0
## 4032          Rural             85.79 32.0    never smoked      0
## 4033          Urban             71.46 33.4         Unknown      0
## 4034          Rural             95.49 40.2          smokes      0
## 4035          Rural             87.62 30.1          smokes      0
## 4036          Rural            118.55 46.2          smokes      0
## 4037          Urban             82.14 35.6          smokes      0
## 4038          Urban            219.67 29.4          smokes      0
## 4039          Urban            135.84 27.3    never smoked      0
## 4040          Rural             74.83 17.4         Unknown      0
## 4041          Urban             60.37 26.9         Unknown      0
## 4042          Rural             67.28 17.7         Unknown      0
## 4043          Rural             77.79 23.6         Unknown      0
## 4044          Rural             88.51 27.7         Unknown      0
## 4045          Urban             90.38 38.0          smokes      0
## 4046          Urban            156.69 35.2    never smoked      0
## 4047          Urban            207.60   NA    never smoked      0
## 4048          Urban            158.90 32.4 formerly smoked      0
## 4049          Urban            247.97 36.1 formerly smoked      0
## 4050          Rural            114.71 30.6    never smoked      0
## 4051          Rural             58.55 29.0    never smoked      0
## 4052          Urban            231.15 22.3    never smoked      0
## 4053          Urban             68.18 27.3 formerly smoked      0
## 4054          Rural            118.75 17.4         Unknown      0
## 4055          Rural            186.54 39.0 formerly smoked      0
## 4056          Rural             96.14 26.7    never smoked      0
## 4057          Urban             69.52 24.2         Unknown      0
## 4058          Rural            101.93 22.8          smokes      0
## 4059          Urban             71.58 25.6         Unknown      0
## 4060          Urban             83.10 21.9          smokes      0
## 4061          Rural            110.96 25.9    never smoked      0
## 4062          Urban            122.83 30.6         Unknown      0
## 4063          Urban             91.65 25.7 formerly smoked      0
## 4064          Urban             84.10 33.3         Unknown      0
## 4065          Rural            118.85 23.8          smokes      0
## 4066          Urban             89.32 17.2         Unknown      0
## 4067          Urban            128.72 31.0         Unknown      0
## 4068          Urban             98.05 24.7    never smoked      0
## 4069          Urban            102.10 27.1    never smoked      0
## 4070          Urban            108.62   NA          smokes      0
## 4071          Urban             96.19 38.3          smokes      0
## 4072          Urban             98.07 50.9 formerly smoked      0
## 4073          Rural             71.40 29.2 formerly smoked      0
## 4074          Rural             82.27 23.6 formerly smoked      0
## 4075          Rural            158.33 33.5    never smoked      0
## 4076          Rural            102.50 16.3         Unknown      0
## 4077          Urban             72.18 30.8         Unknown      0
## 4078          Urban             95.94 31.1    never smoked      0
## 4079          Rural             87.15 26.4 formerly smoked      0
## 4080          Urban             82.59 18.6 formerly smoked      0
## 4081          Rural             89.31 37.3 formerly smoked      0
## 4082          Rural             64.84 26.6    never smoked      0
## 4083          Urban            107.52 17.6         Unknown      0
## 4084          Urban             92.76 22.3         Unknown      0
## 4085          Urban             79.16 20.2         Unknown      0
## 4086          Urban             87.00 30.9    never smoked      0
## 4087          Rural            145.25 31.5    never smoked      0
## 4088          Urban            125.14 29.7         Unknown      0
## 4089          Rural             88.60 32.5         Unknown      0
## 4090          Urban             57.59 32.8         Unknown      0
## 4091          Urban             59.43 25.4    never smoked      0
## 4092          Rural             65.43 27.2         Unknown      0
## 4093          Urban            154.03 31.6          smokes      0
## 4094          Rural            139.81 39.6    never smoked      0
## 4095          Urban            111.81 19.8 formerly smoked      0
## 4096          Urban            106.84 29.6    never smoked      0
## 4097          Rural            221.06 25.5 formerly smoked      0
## 4098          Urban             69.97 25.8 formerly smoked      0
## 4099          Rural             77.07 32.1 formerly smoked      0
## 4100          Urban             59.49 25.6         Unknown      0
## 4101          Rural            109.39 26.3    never smoked      0
## 4102          Rural             93.97 39.4         Unknown      0
## 4103          Urban            163.17 25.6    never smoked      0
## 4104          Urban            124.39 34.0         Unknown      0
## 4105          Urban            212.62 35.8    never smoked      0
## 4106          Urban            128.63 24.9          smokes      0
## 4107          Urban             84.10 29.3    never smoked      0
## 4108          Urban             77.60 23.4         Unknown      0
## 4109          Urban             70.51 24.5         Unknown      0
## 4110          Rural            109.19 29.8         Unknown      0
## 4111          Rural             55.23 28.9         Unknown      0
## 4112          Urban            120.15 27.3    never smoked      0
## 4113          Urban             72.16 23.2    never smoked      0
## 4114          Rural             95.89 34.2         Unknown      0
## 4115          Urban             64.68 23.3          smokes      0
## 4116          Rural             70.51 26.9 formerly smoked      0
## 4117          Rural             81.77 21.8    never smoked      0
## 4118          Urban             66.47 26.9    never smoked      0
## 4119          Rural            146.08 29.9    never smoked      0
## 4120          Urban             91.68 22.4    never smoked      0
## 4121          Rural            108.96 27.5    never smoked      0
## 4122          Urban            113.41 35.0    never smoked      0
## 4123          Urban            111.08 27.9    never smoked      0
## 4124          Urban            217.74 25.5         Unknown      0
## 4125          Rural             78.50 28.6    never smoked      0
## 4126          Urban             89.06 34.8 formerly smoked      0
## 4127          Urban             74.80 50.6         Unknown      0
## 4128          Rural             80.20 30.9    never smoked      0
## 4129          Rural             76.52 14.8         Unknown      0
## 4130          Rural            208.99 31.4 formerly smoked      0
## 4131          Urban             99.72 22.3          smokes      0
## 4132          Urban            102.97 19.1         Unknown      0
## 4133          Rural            197.36 27.4         Unknown      0
## 4134          Urban             98.56 17.5         Unknown      0
## 4135          Urban             86.06 36.2    never smoked      0
## 4136          Urban            123.08 25.4          smokes      0
## 4137          Urban             75.00 25.7          smokes      0
## 4138          Rural            105.90 28.6          smokes      0
## 4139          Urban             73.87 33.7    never smoked      0
## 4140          Rural             78.04 37.9    never smoked      0
## 4141          Urban            107.74 28.4         Unknown      0
## 4142          Rural             60.64 20.0    never smoked      0
## 4143          Rural             82.57 29.1    never smoked      0
## 4144          Rural            115.98 27.6         Unknown      0
## 4145          Rural            110.38 27.6 formerly smoked      0
## 4146          Rural             92.59 24.2         Unknown      0
## 4147          Urban             82.64 31.0    never smoked      0
## 4148          Urban             70.28 34.5    never smoked      0
## 4149          Urban            106.54 27.0    never smoked      0
## 4150          Urban             59.11 20.7 formerly smoked      0
## 4151          Rural             58.89 26.1 formerly smoked      0
## 4152          Urban            129.66 19.2         Unknown      0
## 4153          Rural             73.57 28.0          smokes      0
## 4154          Urban             72.04 23.6 formerly smoked      0
## 4155          Rural            125.63 57.2         Unknown      0
## 4156          Rural             77.94 33.0    never smoked      0
## 4157          Urban             68.99 22.2    never smoked      0
## 4158          Rural            111.76 24.8         Unknown      0
## 4159          Rural             65.36 24.7    never smoked      0
## 4160          Urban             80.27 27.9    never smoked      0
## 4161          Urban             81.73 21.6    never smoked      0
## 4162          Rural             79.22 34.8          smokes      0
## 4163          Urban            142.63 32.9          smokes      0
## 4164          Rural             97.05 28.0         Unknown      0
## 4165          Urban            222.52   NA formerly smoked      0
## 4166          Rural             70.38 25.0          smokes      0
## 4167          Rural            114.46 24.7 formerly smoked      0
## 4168          Urban             64.62 27.3    never smoked      0
## 4169          Urban             94.12 34.2         Unknown      0
## 4170          Rural             70.19 39.1          smokes      0
## 4171          Urban             55.35 22.7         Unknown      0
## 4172          Urban            115.52 33.9 formerly smoked      0
## 4173          Urban             60.70 18.6         Unknown      0
## 4174          Urban             69.24 16.7         Unknown      0
## 4175          Urban            103.29 20.6    never smoked      0
## 4176          Rural             92.74 20.1         Unknown      0
## 4177          Rural            232.64 45.2    never smoked      0
## 4178          Urban             82.46 25.3          smokes      0
## 4179          Urban             63.57 32.4    never smoked      0
## 4180          Urban             73.24 34.9    never smoked      0
## 4181          Urban             78.43 43.7          smokes      0
## 4182          Urban             57.46 23.0          smokes      0
## 4183          Rural            104.16 21.5    never smoked      0
## 4184          Rural            110.42 24.9    never smoked      0
## 4185          Rural            119.40 22.9    never smoked      0
## 4186          Urban            119.13 25.0    never smoked      0
## 4187          Rural            120.22 21.3    never smoked      0
## 4188          Urban             80.80 46.1    never smoked      0
## 4189          Rural             57.96 64.4    never smoked      0
## 4190          Urban             81.24 37.0    never smoked      0
## 4191          Urban             88.79 21.3    never smoked      0
## 4192          Rural             70.91 28.3    never smoked      0
## 4193          Rural             87.12 31.1          smokes      0
## 4194          Urban            126.09 25.1         Unknown      0
## 4195          Urban             76.42 27.6          smokes      0
## 4196          Rural             56.33 29.4         Unknown      0
## 4197          Rural            131.81 14.1         Unknown      0
## 4198          Rural             95.23 35.2          smokes      0
## 4199          Urban             71.18 23.9 formerly smoked      0
## 4200          Rural             87.71 34.0 formerly smoked      0
## 4201          Rural            115.68 27.1         Unknown      0
## 4202          Rural            207.37 29.5 formerly smoked      0
## 4203          Rural             74.43   NA         Unknown      0
## 4204          Rural             75.10 20.7         Unknown      0
## 4205          Rural             69.72 39.5          smokes      0
## 4206          Urban            111.84 33.7         Unknown      0
## 4207          Rural            111.08 23.2    never smoked      0
## 4208          Rural            201.96 30.1         Unknown      0
## 4209          Urban             68.68 28.8    never smoked      0
## 4210          Rural             56.90 92.0    never smoked      0
## 4211          Urban             91.16 38.0    never smoked      0
## 4212          Urban             99.44 27.7         Unknown      0
## 4213          Urban             78.85 43.2    never smoked      0
## 4214          Rural            123.89 24.1          smokes      0
## 4215          Rural             90.44 28.7    never smoked      0
## 4216          Rural            138.44 34.8         Unknown      0
## 4217          Urban             75.06 23.5    never smoked      0
## 4218          Rural             85.66 28.5    never smoked      0
## 4219          Urban            102.76 20.3         Unknown      0
## 4220          Urban             71.79 43.0 formerly smoked      0
## 4221          Urban            167.16 18.3    never smoked      0
## 4222          Rural            131.05 27.2    never smoked      0
## 4223          Rural             86.92 22.0         Unknown      0
## 4224          Rural             59.62 50.8         Unknown      0
## 4225          Urban            103.72 35.4 formerly smoked      0
## 4226          Rural             77.10 55.9         Unknown      0
## 4227          Rural             94.75 27.9          smokes      0
## 4228          Rural             77.72 19.8         Unknown      0
## 4229          Rural             76.09 26.0          smokes      0
## 4230          Urban             61.80 26.8 formerly smoked      0
## 4231          Urban             92.97   NA formerly smoked      0
## 4232          Urban             83.73 32.5    never smoked      0
## 4233          Rural             79.33 15.0         Unknown      0
## 4234          Rural            108.32 14.2         Unknown      0
## 4235          Rural            103.65 17.0 formerly smoked      0
## 4236          Rural             86.19 26.2    never smoked      0
## 4237          Urban            131.42 24.9          smokes      0
## 4238          Urban             69.46 26.6    never smoked      0
## 4239          Rural             76.78 22.7          smokes      0
## 4240          Urban            103.78 32.7 formerly smoked      0
## 4241          Urban            213.43 36.7          smokes      0
## 4242          Rural             93.52 31.5         Unknown      0
## 4243          Urban            115.07 36.9    never smoked      0
## 4244          Rural             69.45 27.6         Unknown      0
## 4245          Rural             81.00 20.7         Unknown      0
## 4246          Urban             83.16 20.2         Unknown      0
## 4247          Rural            108.63 23.4    never smoked      0
## 4248          Rural             88.06 25.3         Unknown      0
## 4249          Rural             80.57 28.2 formerly smoked      0
## 4250          Urban            248.24 27.0          smokes      0
## 4251          Urban             57.79 24.8          smokes      0
## 4252          Urban             87.40 34.8    never smoked      0
## 4253          Urban             76.63 17.3         Unknown      0
## 4254          Rural             58.01 27.8    never smoked      0
## 4255          Urban             77.43 16.2         Unknown      0
## 4256          Rural            101.12   NA          smokes      0
## 4257          Rural             64.45 21.7         Unknown      0
## 4258          Urban             79.42 21.4    never smoked      0
## 4259          Urban             82.94 29.3         Unknown      0
## 4260          Rural             81.58 36.2    never smoked      0
## 4261          Urban             62.21 28.3         Unknown      0
## 4262          Rural            229.94 23.5    never smoked      0
## 4263          Urban            116.06 25.9         Unknown      0
## 4264          Urban            117.77 27.1    never smoked      0
## 4265          Urban             66.69 21.5    never smoked      0
## 4266          Rural            122.23 30.5         Unknown      0
## 4267          Urban            168.68 23.4 formerly smoked      0
## 4268          Rural            119.90 37.6    never smoked      0
## 4269          Urban            110.33 24.0          smokes      0
## 4270          Rural             77.95 25.1    never smoked      0
## 4271          Rural             80.35 28.7          smokes      0
## 4272          Urban             57.38 41.8 formerly smoked      0
## 4273          Urban             96.47 25.6         Unknown      0
## 4274          Rural             70.66 27.2    never smoked      0
## 4275          Urban            202.06 24.4    never smoked      0
## 4276          Urban             91.30 20.7         Unknown      0
## 4277          Rural             67.56 19.6         Unknown      0
## 4278          Rural            126.12 24.8         Unknown      0
## 4279          Urban             86.40 32.6          smokes      0
## 4280          Urban            103.22 20.5    never smoked      0
## 4281          Rural             88.85 36.2         Unknown      0
## 4282          Urban             63.90 45.4          smokes      0
## 4283          Urban             81.32 27.6 formerly smoked      0
## 4284          Rural            253.93   NA formerly smoked      0
## 4285          Urban             78.11 34.7 formerly smoked      0
## 4286          Urban            134.65 32.4         Unknown      0
## 4287          Rural            194.75   NA         Unknown      0
## 4288          Rural             77.94 28.7    never smoked      0
## 4289          Rural             56.94 45.3         Unknown      0
## 4290          Rural            117.03 40.3 formerly smoked      0
## 4291          Rural            207.84 38.9    never smoked      0
## 4292          Rural            228.26 46.0    never smoked      0
## 4293          Rural             84.43 32.4          smokes      0
## 4294          Urban             57.09 19.4         Unknown      0
## 4295          Urban             94.89 27.5    never smoked      0
## 4296          Rural            132.46 26.2         Unknown      0
## 4297          Rural             75.13 31.1 formerly smoked      0
## 4298          Rural             76.64 34.6    never smoked      0
## 4299          Rural             91.32 24.3    never smoked      0
## 4300          Rural             85.90 34.6    never smoked      0
## 4301          Urban             76.19 28.5    never smoked      0
## 4302          Rural             85.77 32.1         Unknown      0
## 4303          Urban             63.42 28.0    never smoked      0
## 4304          Rural            112.02 20.9         Unknown      0
## 4305          Urban            203.76 33.8    never smoked      0
## 4306          Urban             98.44 25.8 formerly smoked      0
## 4307          Urban             79.57 31.8         Unknown      0
## 4308          Urban             63.98 26.8          smokes      0
## 4309          Urban            101.46 25.9 formerly smoked      0
## 4310          Urban             74.66 29.2          smokes      0
## 4311          Rural             68.66 25.3    never smoked      0
## 4312          Rural            205.78 41.7    never smoked      0
## 4313          Rural            111.24 38.8    never smoked      0
## 4314          Urban            134.76 29.1         Unknown      0
## 4315          Urban            110.10 30.9    never smoked      0
## 4316          Urban            100.80 39.3 formerly smoked      0
## 4317          Urban            113.08 41.8         Unknown      0
## 4318          Urban             56.48 26.2 formerly smoked      0
## 4319          Urban             77.77 33.8          smokes      0
## 4320          Urban            104.02 26.1         Unknown      0
## 4321          Rural             83.59 24.1    never smoked      0
## 4322          Urban            179.67 30.7 formerly smoked      0
## 4323          Urban             91.89 22.4         Unknown      0
## 4324          Rural             78.90 23.0         Unknown      0
## 4325          Rural            230.74 30.2 formerly smoked      0
## 4326          Rural            216.19 30.3 formerly smoked      0
## 4327          Rural             83.70 28.7    never smoked      0
## 4328          Rural            200.66 36.3          smokes      0
## 4329          Rural             73.99 16.3         Unknown      0
## 4330          Urban            228.50 34.5    never smoked      0
## 4331          Urban             70.43 20.8          smokes      0
## 4332          Urban             74.39 31.0 formerly smoked      0
## 4333          Urban            102.92 17.6         Unknown      0
## 4334          Urban             87.91 22.7 formerly smoked      0
## 4335          Rural            118.55 38.4          smokes      0
## 4336          Urban            232.29 40.8          smokes      0
## 4337          Rural            125.32 32.9         Unknown      0
## 4338          Urban             78.98 31.3 formerly smoked      0
## 4339          Rural            100.20 28.5          smokes      0
## 4340          Rural            200.91 27.6    never smoked      0
## 4341          Rural             95.24 40.2         Unknown      0
## 4342          Urban             56.64 24.7    never smoked      0
## 4343          Urban             80.48 17.7         Unknown      0
## 4344          Urban            112.96 25.4    never smoked      0
## 4345          Rural            236.04 28.5    never smoked      0
## 4346          Urban             73.00 26.2    never smoked      0
## 4347          Urban             61.13 26.0    never smoked      0
## 4348          Urban             88.56 45.3    never smoked      0
## 4349          Rural             66.16 31.5    never smoked      0
## 4350          Rural             88.98 20.6          smokes      0
## 4351          Urban             94.39 29.4         Unknown      0
## 4352          Urban             87.39 57.9    never smoked      0
## 4353          Rural             77.91 39.1         Unknown      0
## 4354          Urban             86.85 23.8 formerly smoked      0
## 4355          Rural             94.37 38.1    never smoked      0
## 4356          Rural             76.64 19.5    never smoked      0
## 4357          Urban            254.95 35.5          smokes      0
## 4358          Urban            107.33 26.4 formerly smoked      0
## 4359          Urban             80.94 22.2          smokes      0
## 4360          Rural            112.02 29.1         Unknown      0
## 4361          Rural            196.58 41.9 formerly smoked      0
## 4362          Urban             89.14 22.6 formerly smoked      0
## 4363          Urban             69.94 33.3          smokes      0
## 4364          Urban             55.79 21.3    never smoked      0
## 4365          Urban             73.08 20.4         Unknown      0
## 4366          Urban             96.02 28.7         Unknown      0
## 4367          Rural            189.82 28.8 formerly smoked      0
## 4368          Urban             89.68 38.7    never smoked      0
## 4369          Urban            101.06 32.3          smokes      0
## 4370          Rural             62.66 37.9         Unknown      0
## 4371          Urban             84.03 25.3         Unknown      0
## 4372          Rural            108.38 27.7         Unknown      0
## 4373          Rural             78.79 25.1         Unknown      0
## 4374          Rural             76.12 16.8         Unknown      0
## 4375          Rural             68.01 27.7    never smoked      0
## 4376          Urban             90.11 28.6    never smoked      0
## 4377          Urban            193.61 37.6    never smoked      0
## 4378          Rural            195.74 32.7         Unknown      0
## 4379          Rural             94.77 22.7         Unknown      0
## 4380          Urban             85.00 16.0         Unknown      0
## 4381          Urban            141.37 23.5    never smoked      0
## 4382          Urban             90.71 45.8         Unknown      0
## 4383          Rural            106.80 20.8    never smoked      0
## 4384          Rural            121.66 16.7         Unknown      0
## 4385          Urban             85.18 22.2          smokes      0
## 4386          Rural            130.07 33.1    never smoked      0
## 4387          Rural             74.24 32.7    never smoked      0
## 4388          Urban             79.98 41.4    never smoked      0
## 4389          Urban            106.76 24.1 formerly smoked      0
## 4390          Urban             76.34 28.0         Unknown      0
## 4391          Rural            221.24 24.2         Unknown      0
## 4392          Urban             80.55 23.5          smokes      0
## 4393          Rural             63.98 23.0         Unknown      0
## 4394          Rural             55.93 20.3          smokes      0
## 4395          Rural             73.94 24.8         Unknown      0
## 4396          Rural             65.58 26.1         Unknown      0
## 4397          Rural             83.80 24.2          smokes      0
## 4398          Urban             95.87 19.3 formerly smoked      0
## 4399          Rural            112.83 18.2         Unknown      0
## 4400          Rural             84.93 24.2    never smoked      0
## 4401          Rural            103.08 41.5          smokes      0
## 4402          Rural             85.98 28.0         Unknown      0
## 4403          Urban             83.75 37.0    never smoked      0
## 4404          Urban            125.43 32.2         Unknown      0
## 4405          Urban            101.58 35.9    never smoked      0
## 4406          Rural            149.80 47.6         Unknown      0
## 4407          Rural            112.55 32.1    never smoked      0
## 4408          Urban             70.87 55.7 formerly smoked      0
## 4409          Rural             92.96 22.2    never smoked      0
## 4410          Rural            112.19 20.1         Unknown      0
## 4411          Urban             85.08 14.6         Unknown      0
## 4412          Urban            112.37 28.4    never smoked      0
## 4413          Urban            151.26 20.6    never smoked      0
## 4414          Urban             73.81 19.8         Unknown      0
## 4415          Urban             77.20 23.4         Unknown      0
## 4416          Urban             76.08 25.1    never smoked      0
## 4417          Rural            123.98 30.1    never smoked      0
## 4418          Urban            108.51 33.3         Unknown      0
## 4419          Rural             98.07 24.0    never smoked      0
## 4420          Urban             85.82 27.8    never smoked      0
## 4421          Rural             86.21 21.4         Unknown      0
## 4422          Urban             99.01 25.5 formerly smoked      0
## 4423          Rural             79.53   NA    never smoked      0
## 4424          Rural             80.08 21.8    never smoked      0
## 4425          Rural             69.47 18.9         Unknown      0
## 4426          Urban             85.07 21.9         Unknown      0
## 4427          Rural             88.00 30.6    never smoked      0
## 4428          Rural            144.14 29.8    never smoked      0
## 4429          Urban             78.80 28.7          smokes      0
## 4430          Urban             86.78 35.5          smokes      0
## 4431          Rural            105.72 29.1 formerly smoked      0
## 4432          Rural             64.37 32.8    never smoked      0
## 4433          Rural            146.10 22.8    never smoked      0
## 4434          Urban             58.66 31.3    never smoked      0
## 4435          Urban            192.50 29.0    never smoked      0
## 4436          Rural            103.50 19.0         Unknown      0
## 4437          Urban             89.42 24.1    never smoked      0
## 4438          Rural            212.92 21.4    never smoked      0
## 4439          Rural             60.73 28.0    never smoked      0
## 4440          Urban             73.18 27.6    never smoked      0
## 4441          Urban             82.26 28.7         Unknown      0
## 4442          Urban             87.40 24.5 formerly smoked      0
## 4443          Rural             86.95 25.0 formerly smoked      0
## 4444          Rural             74.00 29.6    never smoked      0
## 4445          Urban             73.98 29.9    never smoked      0
## 4446          Rural            124.78 35.6    never smoked      0
## 4447          Urban            191.94 27.9    never smoked      0
## 4448          Urban            247.87 42.6    never smoked      0
## 4449          Rural             83.20 21.2 formerly smoked      0
## 4450          Urban             88.62 28.5 formerly smoked      0
## 4451          Urban             81.51 25.6 formerly smoked      0
## 4452          Urban            101.76   NA          smokes      0
## 4453          Urban            115.71 31.1 formerly smoked      0
## 4454          Rural            229.73 30.4    never smoked      0
## 4455          Rural             57.40 22.9         Unknown      0
## 4456          Rural            100.47 31.9    never smoked      0
## 4457          Rural             81.36 48.8    never smoked      0
## 4458          Rural            261.67 43.0 formerly smoked      0
## 4459          Rural            110.20 21.8         Unknown      0
## 4460          Rural             98.90 35.5    never smoked      0
## 4461          Rural             95.19 24.3          smokes      0
## 4462          Rural            105.28 23.1    never smoked      0
## 4463          Rural             83.03 18.5         Unknown      0
## 4464          Rural             89.41 42.4          smokes      0
## 4465          Rural             70.56 32.3    never smoked      0
## 4466          Urban             78.79 22.6         Unknown      0
## 4467          Rural             70.13 17.8         Unknown      0
## 4468          Rural             62.68 18.4    never smoked      0
## 4469          Urban             71.77 26.9    never smoked      0
## 4470          Rural             77.99 32.0          smokes      0
## 4471          Urban            256.74 23.4 formerly smoked      0
## 4472          Rural             93.72 31.4    never smoked      0
## 4473          Urban             63.74 22.4         Unknown      0
## 4474          Urban             60.67 28.9 formerly smoked      0
## 4475          Urban            112.08 27.4    never smoked      0
## 4476          Rural            221.08 57.2    never smoked      0
## 4477          Urban            101.81 28.4          smokes      0
## 4478          Rural             60.17 23.5          smokes      0
## 4479          Rural             65.29 28.3    never smoked      0
## 4480          Urban            153.24 38.2         Unknown      0
## 4481          Rural             61.42 33.3          smokes      0
## 4482          Urban             86.67 33.3    never smoked      0
## 4483          Rural             82.42 28.8    never smoked      0
## 4484          Rural            100.54 32.1          smokes      0
## 4485          Urban            111.48 28.9    never smoked      0
## 4486          Urban             85.33 25.5    never smoked      0
## 4487          Urban            126.57 25.9 formerly smoked      0
## 4488          Urban             81.51 19.5 formerly smoked      0
## 4489          Rural             67.97 23.8         Unknown      0
## 4490          Urban             77.92 24.9         Unknown      0
## 4491          Urban             80.54 18.5          smokes      0
## 4492          Urban             76.47 30.6         Unknown      0
## 4493          Urban             87.15 16.1         Unknown      0
## 4494          Urban             86.07 32.5         Unknown      0
## 4495          Rural            106.52 27.4 formerly smoked      0
## 4496          Rural             94.24 30.2         Unknown      0
## 4497          Urban             89.73 23.5 formerly smoked      0
## 4498          Urban            208.39 36.0 formerly smoked      0
## 4499          Rural            128.61 24.8    never smoked      0
## 4500          Rural             57.56 27.5    never smoked      0
## 4501          Urban            227.23 40.0 formerly smoked      0
## 4502          Urban             77.76 18.1         Unknown      0
## 4503          Urban             72.76 18.8         Unknown      0
## 4504          Rural             90.11 23.6    never smoked      0
## 4505          Rural            203.27 29.7    never smoked      0
## 4506          Urban            234.50 43.7    never smoked      0
## 4507          Urban             71.12 27.3    never smoked      0
## 4508          Urban            190.67 20.2    never smoked      0
## 4509          Rural            116.04 23.8         Unknown      0
## 4510          Urban             82.95 21.4    never smoked      0
## 4511          Urban            112.75 25.1         Unknown      0
## 4512          Urban             82.63 17.9          smokes      0
## 4513          Urban             92.75 34.5          smokes      0
## 4514          Rural            117.63 27.1 formerly smoked      0
## 4515          Rural            197.06 26.1    never smoked      0
## 4516          Urban            216.07 43.4    never smoked      0
## 4517          Rural             76.03 33.2    never smoked      0
## 4518          Urban             62.44 37.2         Unknown      0
## 4519          Rural            108.82 41.3          smokes      0
## 4520          Urban            101.66 35.4    never smoked      0
## 4521          Rural            121.15 26.1         Unknown      0
## 4522          Rural            116.44 24.5    never smoked      0
## 4523          Rural            116.62   NA          smokes      0
## 4524          Urban             93.30 32.7    never smoked      0
## 4525          Urban            144.33 29.2    never smoked      0
## 4526          Urban             98.02 20.4    never smoked      0
## 4527          Urban             80.67 33.5         Unknown      0
## 4528          Urban             94.27 14.0         Unknown      0
## 4529          Rural             76.35 33.5 formerly smoked      0
## 4530          Urban             57.56 27.5    never smoked      0
## 4531          Urban            179.14 35.3         Unknown      0
## 4532          Rural             63.49 30.1    never smoked      0
## 4533          Rural            145.18 32.6          smokes      0
## 4534          Rural             66.30 47.5    never smoked      0
## 4535          Rural            120.56 31.6    never smoked      0
## 4536          Rural             69.20 23.5 formerly smoked      0
## 4537          Urban            150.74 40.3         Unknown      0
## 4538          Urban             81.38 34.1          smokes      0
## 4539          Urban             78.48 16.1         Unknown      0
## 4540          Rural            203.87 26.4    never smoked      0
## 4541          Urban             87.00 19.0         Unknown      0
## 4542          Rural             84.68 34.7 formerly smoked      0
## 4543          Urban             91.89 23.3          smokes      0
## 4544          Rural             88.97 32.6    never smoked      0
## 4545          Urban            116.98 26.0    never smoked      0
## 4546          Urban            135.82 35.1    never smoked      0
## 4547          Rural             96.62 18.6         Unknown      0
## 4548          Rural            106.53 30.4 formerly smoked      0
## 4549          Rural             58.42 32.8 formerly smoked      0
## 4550          Rural             79.62 21.6    never smoked      0
## 4551          Urban            141.84 23.3         Unknown      0
## 4552          Rural             78.05 31.4    never smoked      0
## 4553          Rural             77.16 26.3    never smoked      0
## 4554          Urban             86.30 20.1    never smoked      0
## 4555          Urban             83.55 28.3 formerly smoked      0
## 4556          Rural            102.00 40.4          smokes      0
## 4557          Urban             68.07 18.6          smokes      0
## 4558          Rural             81.77 44.7    never smoked      0
## 4559          Rural             82.62 25.3          smokes      0
## 4560          Urban            102.03 28.3         Unknown      0
## 4561          Urban            235.06 39.9 formerly smoked      0
## 4562          Rural             57.52   NA formerly smoked      0
## 4563          Urban             76.98 34.7    never smoked      0
## 4564          Urban             82.31 31.9    never smoked      0
## 4565          Urban             83.84 35.0         Unknown      0
## 4566          Urban             98.14 32.7 formerly smoked      0
## 4567          Rural             84.04 30.6         Unknown      0
## 4568          Rural             92.24 27.9         Unknown      0
## 4569          Urban             94.92 20.4         Unknown      0
## 4570          Rural            112.70 29.6    never smoked      0
## 4571          Urban             74.34 23.5    never smoked      0
## 4572          Urban             72.99 46.4         Unknown      0
## 4573          Urban            104.90 27.4    never smoked      0
## 4574          Rural             99.96 25.2    never smoked      0
## 4575          Urban             85.27 25.8         Unknown      0
## 4576          Urban             60.32 33.3          smokes      0
## 4577          Rural             94.14 27.7          smokes      0
## 4578          Urban            195.43 28.9    never smoked      0
## 4579          Rural            200.25 33.1    never smoked      0
## 4580          Rural             90.31 38.1          smokes      0
## 4581          Urban             95.33 27.9    never smoked      0
## 4582          Rural             85.65 17.4         Unknown      0
## 4583          Urban            223.64 27.1          smokes      0
## 4584          Rural             76.43 22.7         Unknown      0
## 4585          Urban             98.66 28.3         Unknown      0
## 4586          Urban             75.84 21.5         Unknown      0
## 4587          Urban             85.46 30.0    never smoked      0
## 4588          Urban             81.33 18.6         Unknown      0
## 4589          Urban            199.78 45.2         Unknown      0
## 4590          Urban            176.42 39.7         Unknown      0
## 4591          Urban            101.56 31.5    never smoked      0
## 4592          Urban             84.48 23.2 formerly smoked      0
## 4593          Urban             93.21 27.3         Unknown      0
## 4594          Urban             72.88 26.5    never smoked      0
## 4595          Urban             84.10 19.3         Unknown      0
## 4596          Rural             72.84 26.1         Unknown      0
## 4597          Urban             70.89 19.8    never smoked      0
## 4598          Rural            108.14 25.1 formerly smoked      0
## 4599          Rural            244.30 37.3    never smoked      0
## 4600          Rural             88.04 30.3 formerly smoked      0
## 4601          Rural             65.84 16.1         Unknown      0
## 4602          Rural            106.73 25.1    never smoked      0
## 4603          Urban            106.03 26.7         Unknown      0
## 4604          Urban             80.88 29.3 formerly smoked      0
## 4605          Urban            140.10 38.7    never smoked      0
## 4606          Urban            127.40 35.8 formerly smoked      0
## 4607          Urban             87.72 21.7    never smoked      0
## 4608          Rural             58.23 31.4 formerly smoked      0
## 4609          Rural             69.37 26.9 formerly smoked      0
## 4610          Urban             58.64 33.0    never smoked      0
## 4611          Urban             59.67 24.5          smokes      0
## 4612          Urban             78.08 44.9    never smoked      0
## 4613          Urban            105.08 25.5    never smoked      0
## 4614          Urban             89.30 22.1    never smoked      0
## 4615          Rural             61.38 24.3         Unknown      0
## 4616          Rural             56.11 32.4 formerly smoked      0
## 4617          Urban            223.16   NA         Unknown      0
## 4618          Urban             75.53 33.1 formerly smoked      0
## 4619          Urban            107.47 26.7    never smoked      0
## 4620          Urban             76.00 37.9         Unknown      0
## 4621          Urban             90.28 39.6    never smoked      0
## 4622          Urban             65.22 19.8    never smoked      0
## 4623          Urban             86.24 30.0         Unknown      0
## 4624          Urban            166.38 23.1    never smoked      0
## 4625          Urban             78.91 34.3         Unknown      0
## 4626          Urban            226.28 38.4         Unknown      0
## 4627          Urban             90.73 32.8          smokes      0
## 4628          Rural            172.86 34.4    never smoked      0
## 4629          Rural            213.92 44.6    never smoked      0
## 4630          Urban             92.23 32.8    never smoked      0
## 4631          Urban             79.81 26.4    never smoked      0
## 4632          Rural             81.78 27.3         Unknown      0
## 4633          Rural            102.00 32.4    never smoked      0
## 4634          Rural             68.42 43.2          smokes      0
## 4635          Urban             94.68 33.6         Unknown      0
## 4636          Rural            125.33 26.4         Unknown      0
## 4637          Urban            212.19 46.9    never smoked      0
## 4638          Urban             89.00 36.3 formerly smoked      0
## 4639          Rural             60.98 34.9 formerly smoked      0
## 4640          Urban             58.19 29.6          smokes      0
## 4641          Rural             67.68 16.5         Unknown      0
## 4642          Rural             84.99 35.4         Unknown      0
## 4643          Urban             62.13 23.6    never smoked      0
## 4644          Rural             57.10 33.1    never smoked      0
## 4645          Urban             97.95 40.2          smokes      0
## 4646          Rural             94.06 14.8         Unknown      0
## 4647          Urban             93.88 34.8         Unknown      0
## 4648          Rural             90.30 33.5 formerly smoked      0
## 4649          Urban             83.14 31.9    never smoked      0
## 4650          Urban            118.66 16.1         Unknown      0
## 4651          Rural            100.47 50.2 formerly smoked      0
## 4652          Urban             90.78 35.9         Unknown      0
## 4653          Urban             66.46 39.6 formerly smoked      0
## 4654          Urban             73.56 27.5 formerly smoked      0
## 4655          Urban            200.80 32.3         Unknown      0
## 4656          Urban             57.28 15.4    never smoked      0
## 4657          Rural             92.87 28.4          smokes      0
## 4658          Rural             96.47 19.5         Unknown      0
## 4659          Urban             99.44 25.0 formerly smoked      0
## 4660          Urban             77.96 26.3          smokes      0
## 4661          Rural             60.13 39.6    never smoked      0
## 4662          Rural             88.17 38.6 formerly smoked      0
## 4663          Rural             84.41 33.9    never smoked      0
## 4664          Rural             72.34 32.2         Unknown      0
## 4665          Rural             68.72 25.1    never smoked      0
## 4666          Urban            222.58 37.4          smokes      0
## 4667          Rural             66.06 30.1 formerly smoked      0
## 4668          Rural            156.43 27.0 formerly smoked      0
## 4669          Urban            105.76 32.4 formerly smoked      0
## 4670          Rural             73.07 26.8          smokes      0
## 4671          Rural             99.48 27.2    never smoked      0
## 4672          Rural             79.60 36.7         Unknown      0
## 4673          Urban             70.00 36.0    never smoked      0
## 4674          Rural            112.98 37.2 formerly smoked      0
## 4675          Urban             61.07 19.1         Unknown      0
## 4676          Rural             63.43 21.8         Unknown      0
## 4677          Urban             73.20 26.5          smokes      0
## 4678          Urban            102.73 35.0 formerly smoked      0
## 4679          Rural             74.88 32.6    never smoked      0
## 4680          Urban            122.43 23.9    never smoked      0
## 4681          Urban             84.21 33.7    never smoked      0
## 4682          Rural             80.42 29.4 formerly smoked      0
## 4683          Urban             80.44 29.0    never smoked      0
## 4684          Rural             80.63 20.2    never smoked      0
## 4685          Rural            206.53   NA    never smoked      0
## 4686          Urban            104.12 27.4    never smoked      0
## 4687          Rural             96.82 25.0    never smoked      0
## 4688          Urban             88.10 30.7    never smoked      0
## 4689          Rural             64.85 23.0         Unknown      0
## 4690          Rural            102.87 26.6          smokes      0
## 4691          Urban             83.75 18.1         Unknown      0
## 4692          Rural             97.68 47.1 formerly smoked      0
## 4693          Urban             97.58 29.7 formerly smoked      0
## 4694          Rural             74.16 19.9    never smoked      0
## 4695          Urban             86.00 13.3         Unknown      0
## 4696          Urban            100.93 32.7    never smoked      0
## 4697          Urban            232.78 31.8 formerly smoked      0
## 4698          Rural             86.96 31.4 formerly smoked      0
## 4699          Urban             67.50 20.4 formerly smoked      0
## 4700          Urban             81.21 33.2          smokes      0
## 4701          Rural            110.14 30.5          smokes      0
## 4702          Urban            120.44 30.3    never smoked      0
## 4703          Urban            187.47 34.2    never smoked      0
## 4704          Urban             94.62 34.4         Unknown      0
## 4705          Rural             89.57 48.1    never smoked      0
## 4706          Urban             95.31 22.8    never smoked      0
## 4707          Rural             75.07 30.5    never smoked      0
## 4708          Rural            106.65 35.9 formerly smoked      0
## 4709          Urban            234.06 33.7    never smoked      0
## 4710          Rural            144.15 24.1    never smoked      0
## 4711          Urban             58.81 25.4    never smoked      0
## 4712          Urban            242.62 25.5    never smoked      0
## 4713          Urban             93.04 29.2    never smoked      0
## 4714          Rural             65.68   NA         Unknown      0
## 4715          Urban            150.00 17.4         Unknown      0
## 4716          Urban             63.56 29.9         Unknown      0
## 4717          Rural             96.98 21.5    never smoked      0
## 4718          Rural             66.70 24.7    never smoked      0
## 4719          Rural             79.66 25.1         Unknown      0
## 4720          Rural             90.16 34.4    never smoked      0
## 4721          Rural            104.09 27.9         Unknown      0
## 4722          Rural             90.96 31.5 formerly smoked      0
## 4723          Rural            152.38 31.8    never smoked      0
## 4724          Rural            114.54 30.1          smokes      0
## 4725          Urban            174.54 26.4    never smoked      0
## 4726          Rural            106.47 27.2         Unknown      0
## 4727          Urban             73.63 22.5          smokes      0
## 4728          Urban             98.52 29.8 formerly smoked      0
## 4729          Rural             62.93 26.1          smokes      0
## 4730          Urban             67.87 24.9 formerly smoked      0
## 4731          Rural            120.43 23.5         Unknown      0
## 4732          Rural             76.56 30.1    never smoked      0
## 4733          Urban            108.03 37.3    never smoked      0
## 4734          Rural             83.16 25.5 formerly smoked      0
## 4735          Rural             67.90 35.3    never smoked      0
## 4736          Rural            115.46 27.6         Unknown      0
## 4737          Rural            123.94 28.7    never smoked      0
## 4738          Urban            231.54 29.9    never smoked      0
## 4739          Urban            219.80 34.2 formerly smoked      0
## 4740          Rural            187.99 24.9          smokes      0
## 4741          Rural            234.45 36.8 formerly smoked      0
## 4742          Rural             75.47 24.5 formerly smoked      0
## 4743          Rural             98.24 34.6    never smoked      0
## 4744          Rural             66.20 30.0         Unknown      0
## 4745          Rural             94.67 28.8         Unknown      0
## 4746          Urban             75.95 28.6    never smoked      0
## 4747          Rural            111.79 23.6          smokes      0
## 4748          Rural             80.89 20.1         Unknown      0
## 4749          Rural             86.91 21.1 formerly smoked      0
## 4750          Urban             59.36 34.1          smokes      0
## 4751          Urban            240.69   NA          smokes      0
## 4752          Rural             66.67 29.5    never smoked      0
## 4753          Rural             87.54 37.8    never smoked      0
## 4754          Urban            139.87 31.2          smokes      0
## 4755          Rural             67.92 31.1    never smoked      0
## 4756          Urban             83.62 34.2         Unknown      0
## 4757          Rural            110.97 17.7         Unknown      0
## 4758          Rural             70.53 39.2    never smoked      0
## 4759          Rural            115.91 22.2 formerly smoked      0
## 4760          Urban             59.74 29.5          smokes      0
## 4761          Rural             62.64 27.0    never smoked      0
## 4762          Rural             84.81 16.8    never smoked      0
## 4763          Urban             78.68 23.3    never smoked      0
## 4764          Urban            217.57 33.5 formerly smoked      0
## 4765          Rural             79.76 15.6         Unknown      0
## 4766          Rural             63.28 28.2    never smoked      0
## 4767          Rural             78.48 22.6    never smoked      0
## 4768          Rural             70.48 20.2    never smoked      0
## 4769          Rural            120.96 22.2 formerly smoked      0
## 4770          Rural             77.29 22.6    never smoked      0
## 4771          Urban            108.51 26.7         Unknown      0
## 4772          Urban            113.85 22.9         Unknown      0
## 4773          Urban             97.65 21.5         Unknown      0
## 4774          Rural            121.83 30.3 formerly smoked      0
## 4775          Urban             81.53 14.8         Unknown      0
## 4776          Urban             58.35 24.3    never smoked      0
## 4777          Urban             65.42 17.4 formerly smoked      0
## 4778          Rural             69.34 29.0    never smoked      0
## 4779          Urban            109.09 26.3          smokes      0
## 4780          Urban             66.71 51.7    never smoked      0
## 4781          Rural            114.92 29.2         Unknown      0
## 4782          Rural            120.58 18.3    never smoked      0
## 4783          Rural            165.36 21.9          smokes      0
## 4784          Urban             66.11 16.3         Unknown      0
## 4785          Rural            126.34 27.4          smokes      0
## 4786          Rural             68.27 20.4    never smoked      0
## 4787          Rural             92.86 23.2    never smoked      0
## 4788          Rural             96.77 30.3 formerly smoked      0
## 4789          Rural             89.24 16.7         Unknown      0
## 4790          Rural             89.32 31.0 formerly smoked      0
## 4791          Rural            107.06   NA          smokes      0
## 4792          Urban             65.63 33.5          smokes      0
## 4793          Urban            123.66 17.0         Unknown      0
## 4794          Rural             63.82 19.4          smokes      0
## 4795          Rural            108.06 14.6         Unknown      0
## 4796          Rural            136.18 32.2         Unknown      0
## 4797          Urban             71.29 37.7    never smoked      0
## 4798          Rural             76.58 27.4    never smoked      0
## 4799          Rural            119.58 25.0    never smoked      0
## 4800          Urban            109.30 20.1         Unknown      0
## 4801          Urban            111.94 21.7    never smoked      0
## 4802          Urban             81.64 38.2    never smoked      0
## 4803          Rural             97.64 17.0         Unknown      0
## 4804          Rural            110.32 28.4    never smoked      0
## 4805          Rural             79.00 30.0    never smoked      0
## 4806          Urban             95.08 34.1    never smoked      0
## 4807          Urban            137.27 19.3    never smoked      0
## 4808          Urban             57.83 21.6          smokes      0
## 4809          Rural             84.08 32.9    never smoked      0
## 4810          Urban            234.51 27.2 formerly smoked      0
## 4811          Urban            142.64 27.8          smokes      0
## 4812          Rural             69.77 29.9    never smoked      0
## 4813          Urban             71.40 28.4          smokes      0
## 4814          Urban             79.61 24.1         Unknown      0
## 4815          Rural             77.46 24.0         Unknown      0
## 4816          Urban             96.85 23.4         Unknown      0
## 4817          Urban            182.22 32.6 formerly smoked      0
## 4818          Urban             67.26 33.1 formerly smoked      0
## 4819          Rural             60.02 33.8 formerly smoked      0
## 4820          Urban            113.45 30.3    never smoked      0
## 4821          Urban            112.31 36.9         Unknown      0
## 4822          Rural             68.53 29.7    never smoked      0
## 4823          Rural             57.15 38.8    never smoked      0
## 4824          Rural            214.73 30.9    never smoked      0
## 4825          Rural             91.82 36.9         Unknown      0
## 4826          Urban             71.80 18.8         Unknown      0
## 4827          Urban             63.41 25.5 formerly smoked      0
## 4828          Urban            106.24 32.3    never smoked      0
## 4829          Rural             83.01 25.8          smokes      0
## 4830          Rural             67.92 31.1 formerly smoked      0
## 4831          Rural             74.99 27.9          smokes      0
## 4832          Rural             75.22 18.6         Unknown      0
## 4833          Urban             61.88 20.1    never smoked      0
## 4834          Urban             65.67 26.7          smokes      0
## 4835          Urban            110.18 30.3          smokes      0
## 4836          Rural            119.30 30.4 formerly smoked      0
## 4837          Rural            208.69 30.0         Unknown      0
## 4838          Rural             95.18 24.9          smokes      0
## 4839          Urban            107.72 60.9         Unknown      0
## 4840          Rural             83.27 24.3         Unknown      0
## 4841          Rural             90.29 38.7         Unknown      0
## 4842          Urban             81.87 18.6         Unknown      0
## 4843          Urban            153.31 17.1         Unknown      0
## 4844          Rural            101.46 29.4         Unknown      0
## 4845          Urban             72.49 16.9         Unknown      0
## 4846          Rural             86.58 34.2    never smoked      0
## 4847          Urban            113.26 27.6    never smoked      0
## 4848          Urban             84.92 47.8    never smoked      0
## 4849          Urban            128.17 18.9         Unknown      0
## 4850          Rural             93.93 24.4 formerly smoked      0
## 4851          Urban             99.87 25.2         Unknown      0
## 4852          Urban            129.31 30.7 formerly smoked      0
## 4853          Urban             89.43 26.1 formerly smoked      0
## 4854          Rural            101.60 25.3    never smoked      0
## 4855          Rural             66.55 32.8          smokes      0
## 4856          Rural            231.72 45.7 formerly smoked      0
## 4857          Urban             96.69 24.6         Unknown      0
## 4858          Rural            102.13 32.3    never smoked      0
## 4859          Urban            100.88 47.6          smokes      0
## 4860          Rural             66.22 34.4         Unknown      0
## 4861          Urban            109.33 18.2         Unknown      0
## 4862          Urban            206.53 44.5          smokes      0
## 4863          Rural             83.91 36.6         Unknown      0
## 4864          Urban             67.92 19.4    never smoked      0
## 4865          Rural             73.48 22.9         Unknown      0
## 4866          Rural            101.31 20.0         Unknown      0
## 4867          Urban            103.66 36.1          smokes      0
## 4868          Urban             70.73 27.3 formerly smoked      0
## 4869          Rural             77.45 42.2 formerly smoked      0
## 4870          Urban            193.80 26.4    never smoked      0
## 4871          Rural            114.34 23.6    never smoked      0
## 4872          Urban             69.25 18.6         Unknown      0
## 4873          Rural             88.44 18.0         Unknown      0
## 4874          Rural             84.09 31.1 formerly smoked      0
## 4875          Urban             87.06 30.0    never smoked      0
## 4876          Rural             92.64 43.8    never smoked      0
## 4877          Urban             99.36 23.8          smokes      0
## 4878          Rural            135.63 36.2 formerly smoked      0
## 4879          Rural             82.44 32.6         Unknown      0
## 4880          Urban             81.88 18.0         Unknown      0
## 4881          Urban             95.44 25.5          smokes      0
## 4882          Urban             72.71 29.9    never smoked      0
## 4883          Urban             65.45 32.1    never smoked      0
## 4884          Urban            203.01 25.4    never smoked      0
## 4885          Urban            110.84 23.4          smokes      0
## 4886          Urban             83.12 23.4         Unknown      0
## 4887          Rural             55.12 21.8    never smoked      0
## 4888          Rural            105.91 30.8    never smoked      0
## 4889          Rural             61.57 37.9 formerly smoked      0
## 4890          Urban             83.10 42.5          smokes      0
## 4891          Urban             66.32 23.4    never smoked      0
## 4892          Urban             72.56 35.4    never smoked      0
## 4893          Rural             97.99 32.3          smokes      0
## 4894          Urban             63.27 27.0    never smoked      0
## 4895          Urban             79.60 46.3    never smoked      0
## 4896          Rural            177.56 30.1    never smoked      0
## 4897          Rural             81.31 34.7    never smoked      0
## 4898          Rural             59.91 18.3    never smoked      0
## 4899          Rural            132.85 16.2    never smoked      0
## 4900          Rural            198.84 33.2 formerly smoked      0
## 4901          Urban             77.12 18.6         Unknown      0
## 4902          Urban             87.17 25.1    never smoked      0
## 4903          Rural             96.03 24.1         Unknown      0
## 4904          Rural             83.56 33.1         Unknown      0
## 4905          Rural             80.93 24.8         Unknown      0
## 4906          Rural             84.54 23.4          smokes      0
## 4907          Urban             70.51 54.1    never smoked      0
## 4908          Rural             56.87 28.9 formerly smoked      0
## 4909          Urban             67.55 38.1         Unknown      0
## 4910          Urban            243.52 37.2          smokes      0
## 4911          Urban            108.63 19.6         Unknown      0
## 4912          Rural             69.06 29.0          smokes      0
## 4913          Urban             73.89 26.7 formerly smoked      0
## 4914          Urban             84.49 20.5    never smoked      0
## 4915          Urban             73.71 34.1    never smoked      0
## 4916          Urban            129.01 42.4         Unknown      0
## 4917          Urban             72.96 37.7          smokes      0
## 4918          Rural            110.23 39.1         Unknown      0
## 4919          Rural             79.49 28.9         Unknown      0
## 4920          Urban             89.33 30.7    never smoked      0
## 4921          Rural             68.38 33.8         Unknown      0
## 4922          Rural            238.27   NA          smokes      0
## 4923          Urban            135.79 32.1 formerly smoked      0
## 4924          Rural             82.19 40.5    never smoked      0
## 4925          Urban             93.20 24.8          smokes      0
## 4926          Urban            208.31 31.8 formerly smoked      0
## 4927          Rural            111.33 27.0    never smoked      0
## 4928          Rural             69.84 13.7         Unknown      0
## 4929          Rural            121.71 23.4    never smoked      0
## 4930          Urban             80.08 16.4         Unknown      0
## 4931          Urban             84.40 14.9         Unknown      0
## 4932          Rural             98.61 38.8          smokes      0
## 4933          Urban             86.61 38.6          smokes      0
## 4934          Urban             80.44 32.2    never smoked      0
## 4935          Rural            107.02   NA         Unknown      0
## 4936          Rural             97.23 30.6    never smoked      0
## 4937          Rural             91.21 28.1 formerly smoked      0
## 4938          Urban            103.69 35.2          smokes      0
## 4939          Urban             74.12 21.8 formerly smoked      0
## 4940          Urban             71.08 28.1    never smoked      0
## 4941          Urban             58.39 28.2    never smoked      0
## 4942          Rural            176.34 28.4    never smoked      0
## 4943          Rural             73.76 37.4    never smoked      0
## 4944          Rural             67.21 21.8 formerly smoked      0
## 4945          Urban             87.98 19.8         Unknown      0
## 4946          Urban             94.23 16.2         Unknown      0
## 4947          Rural            111.36 33.6    never smoked      0
## 4948          Urban             84.07 21.2          smokes      0
## 4949          Urban            117.31 28.4    never smoked      0
## 4950          Urban             84.94   NA    never smoked      0
## 4951          Urban             68.86 41.1    never smoked      0
## 4952          Urban            132.88 24.9    never smoked      0
## 4953          Rural            211.83 56.6    never smoked      0
## 4954          Rural            124.92 28.8         Unknown      0
## 4955          Urban             57.42 33.7    never smoked      0
## 4956          Urban            215.69 38.6 formerly smoked      0
## 4957          Urban            154.67 33.8    never smoked      0
## 4958          Urban             67.66 22.4    never smoked      0
## 4959          Rural            153.48 37.3    never smoked      0
## 4960          Urban             62.63 23.4    never smoked      0
## 4961          Urban             77.93 39.1          smokes      0
## 4962          Rural             80.30 21.2         Unknown      0
## 4963          Urban            106.69 31.2         Unknown      0
## 4964          Urban             83.07 28.0 formerly smoked      0
## 4965          Urban            140.14 21.1    never smoked      0
## 4966          Urban             92.65 15.7    never smoked      0
## 4967          Urban            111.37 29.1 formerly smoked      0
## 4968          Rural             99.00 26.1    never smoked      0
## 4969          Rural             78.24 16.2         Unknown      0
## 4970          Rural             83.88 27.1    never smoked      0
## 4971          Urban             86.21 28.8          smokes      0
## 4972          Urban             57.06 37.9    never smoked      0
## 4973          Rural            112.25 21.6         Unknown      0
## 4974          Urban             81.06 30.1          smokes      0
## 4975          Urban            104.37 29.7    never smoked      0
## 4976          Urban            124.31 26.4         Unknown      0
## 4977          Urban            101.95 46.0 formerly smoked      0
## 4978          Rural            116.95 26.1    never smoked      0
## 4979          Urban             99.76 23.2         Unknown      0
## 4980          Urban            105.48 28.4         Unknown      0
## 4981          Urban            100.60 20.5    never smoked      0
## 4982          Urban             65.05 24.6         Unknown      0
## 4983          Rural             75.90 32.2    never smoked      0
## 4984          Rural            267.60 30.5    never smoked      0
## 4985          Urban            215.07   NA          smokes      0
## 4986          Urban            109.03 24.9         Unknown      0
## 4987          Rural            225.35 26.5          smokes      0
## 4988          Rural            196.26 34.5         Unknown      0
## 4989          Urban             95.42 21.5 formerly smoked      0
## 4990          Rural            123.04 15.9         Unknown      0
## 4991          Urban             85.88 17.7         Unknown      0
## 4992          Rural            107.43 26.5    never smoked      0
## 4993          Rural             56.85 24.4    never smoked      0
## 4994          Rural            102.15 26.6         Unknown      0
## 4995          Rural             88.68 23.9    never smoked      0
## 4996          Urban            182.52 30.1         Unknown      0
## 4997          Urban             93.97 23.6    never smoked      0
## 4998          Urban            104.03 18.4         Unknown      0
## 4999          Rural             67.99 32.1    never smoked      0
## 5000          Rural             83.37 24.4         Unknown      0
## 5001          Rural            124.66 27.3    never smoked      0
## 5002          Rural            212.87 34.8    never smoked      0
## 5003          Urban             96.75 28.4 formerly smoked      0
## 5004          Urban             63.28 40.2         Unknown      0
## 5005          Urban             82.64 31.1         Unknown      0
## 5006          Rural             71.34 24.0    never smoked      0
## 5007          Rural            183.43 38.1 formerly smoked      0
## 5008          Urban            101.19 29.9 formerly smoked      0
## 5009          Rural             88.51 24.5    never smoked      0
## 5010          Rural            126.85 49.5 formerly smoked      0
## 5011          Urban             74.17 35.5 formerly smoked      0
## 5012          Urban             76.04 29.5          smokes      0
## 5013          Urban             73.87 28.8          smokes      0
## 5014          Rural             99.07 22.1    never smoked      0
## 5015          Urban             82.93 29.4 formerly smoked      0
## 5016          Rural            133.24 45.0          smokes      0
## 5017          Urban             69.88 27.1    never smoked      0
## 5018          Rural             69.12 28.3         Unknown      0
## 5019          Rural             86.05 20.1 formerly smoked      0
## 5020          Urban            185.27 31.3    never smoked      0
## 5021          Urban             97.46 17.6         Unknown      0
## 5022          Urban             81.90 24.5    never smoked      0
## 5023          Rural             99.58 24.1         Unknown      0
## 5024          Rural            124.54 31.3    never smoked      0
## 5025          Rural            153.34 31.5    never smoked      0
## 5026          Urban            112.35 29.9         Unknown      0
## 5027          Urban            160.76 30.2          smokes      0
## 5028          Rural             73.29 27.8    never smoked      0
## 5029          Urban            108.08 15.6         Unknown      0
## 5030          Urban            206.49 26.3    never smoked      0
## 5031          Rural             77.42 24.8    never smoked      0
## 5032          Rural            117.59 17.1    never smoked      0
## 5033          Rural             61.94 20.3         Unknown      0
## 5034          Urban            116.68 18.7 formerly smoked      0
## 5035          Urban            253.86 28.8 formerly smoked      0
## 5036          Urban            203.36 28.7 formerly smoked      0
## 5037          Rural            125.87 24.6    never smoked      0
## 5038          Rural             64.09 25.3    never smoked      0
## 5039          Urban             65.33 29.7         Unknown      0
## 5040          Rural             70.15   NA formerly smoked      0
## 5041          Urban             96.84 21.1         Unknown      0
## 5042          Rural            175.92 26.9          smokes      0
## 5043          Rural            100.65 26.2 formerly smoked      0
## 5044          Rural            112.39 26.3         Unknown      0
## 5045          Rural             81.10 24.8    never smoked      0
## 5046          Rural             98.30 25.0    never smoked      0
## 5047          Urban             89.68 34.6         Unknown      0
## 5048          Urban             95.16 42.7 formerly smoked      0
## 5049          Urban            191.15   NA          smokes      0
## 5050          Rural             91.04 24.5    never smoked      0
## 5051          Urban            101.87 19.3         Unknown      0
## 5052          Rural             96.86 29.3    never smoked      0
## 5053          Urban             91.05 22.1         Unknown      0
## 5054          Urban             55.84 27.8    never smoked      0
## 5055          Urban             84.04 24.7    never smoked      0
## 5056          Urban             92.06 25.3          smokes      0
## 5057          Urban             89.61 41.2 formerly smoked      0
## 5058          Urban             69.92 47.6    never smoked      0
## 5059          Rural             89.29 23.4    never smoked      0
## 5060          Rural            120.23 22.7         Unknown      0
## 5061          Urban             60.22 29.7 formerly smoked      0
## 5062          Urban            223.78 32.3    never smoked      0
## 5063          Rural            211.58 36.9    never smoked      0
## 5064          Urban            179.38 27.7         Unknown      0
## 5065          Rural            193.88 24.3         Unknown      0
## 5066          Urban             89.01 37.4    never smoked      0
## 5067          Urban            118.41 25.1    never smoked      0
## 5068          Urban            138.51 24.3    never smoked      0
## 5069          Urban            120.03 24.3 formerly smoked      0
## 5070          Urban             91.01 28.7    never smoked      0
## 5071          Urban             61.98 16.8         Unknown      0
## 5072          Rural            135.32 35.8         Unknown      0
## 5073          Rural             58.72 40.0          smokes      0
## 5074          Urban             90.42 24.3    never smoked      0
## 5075          Urban            104.00 25.6          smokes      0
## 5076          Urban            102.50 37.8         Unknown      0
## 5077          Rural            174.37 23.0    never smoked      0
## 5078          Rural            106.56 21.0         Unknown      0
## 5079          Urban             76.31 15.5         Unknown      0
## 5080          Urban             77.28 17.1         Unknown      0
## 5081          Urban             90.52 28.0    never smoked      0
## 5082          Rural            108.35 40.8 formerly smoked      0
## 5083          Rural             72.03 37.5          smokes      0
## 5084          Urban             90.57 24.2         Unknown      0
## 5085          Rural             97.04 26.9          smokes      0
## 5086          Urban             83.89 33.1 formerly smoked      0
## 5087          Urban            152.56 21.8         Unknown      0
## 5088          Rural             75.93 34.7 formerly smoked      0
## 5089          Urban             76.89 30.2         Unknown      0
## 5090          Rural             62.13 16.8         Unknown      0
## 5091          Rural            100.85 21.0          smokes      0
## 5092          Rural             95.05 30.9    never smoked      0
## 5093          Urban             82.35 38.9    never smoked      0
## 5094          Rural             95.02   NA          smokes      0
## 5095          Urban             82.38 24.3         Unknown      0
## 5096          Rural             79.15 17.4         Unknown      0
## 5097          Rural             76.62 28.2    never smoked      0
## 5098          Urban             91.68 40.8         Unknown      0
## 5099          Urban             71.88 17.5         Unknown      0
## 5100          Rural             83.94   NA          smokes      0
## 5101          Rural             71.97 28.3    never smoked      0
## 5102          Urban             97.95 24.5         Unknown      0
## 5103          Rural             77.93 21.7    never smoked      0
## 5104          Urban             82.85 46.9         Unknown      0
## 5105          Rural            103.08 18.6         Unknown      0
## 5106          Urban             83.75   NA    never smoked      0
## 5107          Urban            125.20 40.0    never smoked      0
## 5108          Rural             82.99 30.6    never smoked      0
## 5109          Rural            166.29 25.6 formerly smoked      0
## 5110          Urban             85.28 26.2         Unknown      0

Identify NULL Value

colSums(is.na(dataStroke))
##                id            gender               age      hypertension 
##                 0                 0                 0                 0 
##     heart_disease      ever_married         work_type    Residence_type 
##                 0                 0                 0                 0 
## avg_glucose_level               bmi    smoking_status            stroke 
##                 0               201                 0                 0

Replace the NULL Value

# mengganti NULL value dalam BMI berdasarkan status stroke
dataStroke$bmi <- ifelse(is.na(dataStroke$bmi), 
                                    ifelse(dataStroke$stroke == 1, 
                                           mean(dataStroke$bmi
                                                [dataStroke$stroke == 1], 
                                                na.rm = TRUE), 
                                           mean(dataStroke$bmi
                                                [dataStroke$stroke == 0], 
                                                na.rm = TRUE)), 
                                    dataStroke$bmi)
# Hitung jumlah data yang NULL di kolom BMI
BMINULL <- sum(is.na(dataStroke$bmi))
cat("BMI NULL: ", BMINULL, "\n")
## BMI NULL:  0

Filter data hanya untuk pasien yang mengalami stroke

stroke_data <- dataStroke[dataStroke$stroke == 1, ]

Visualization for stroke frequency by Gender

dari analisa bar graph berikut, menyatakan bahwa dari dataset ini lebih banyak data perempuan yang terkena stroke yaitu sekitar 140 data dibandingkan laki laki yang terkena stroke (sekitar 100 data)

# Hitung distribusi gender
gender_counts <- stroke_data %>%
  count(gender) %>%
  rename(Frequency = n)

# Buat plot dengan Plotly
plot_ly(gender_counts, x = ~gender, y = ~Frequency, type = 'bar', 
        color = ~gender,
        colors = c("Female" = "salmon", "Male" ="lightblue")) %>%
  layout(title = "Stroke by Gender",
         xaxis = list(title = "Gender"),
         yaxis = list(title = "Frequency"))

Visualization smoke pattern by stroke status = 1

dari pie chart berikut ini terlihat bahwa penderita stroke tidak selalu dipengaruhi oleh kebiasaan merokok, hal ini terlihat dari analisa data sebanyak 36,1% pasien stroke tidak pernah merokok, tapi tidak menutup kemungkinan juga bahwa rokok dapat memicu stroke.

# Hitung jumlah setiap kategori pola merokok
smoking_counts_Stroke <- stroke_data %>%
  count(smoking_status) %>%
  mutate(percentage = n / sum(n) * 100)

# Buat pie chart untuk pola merokok di antara pasien yang mengalami stroke
plot_ly(smoking_counts_Stroke, labels = ~smoking_status, values = ~n, type = "pie",
                     marker = list(colors 
                                   = rainbow(nrow(smoking_counts_Stroke)))) %>%
  layout(title = "Smoking Patterns Among Stroke Patients",
         showlegend = TRUE)

Visualization of age distribution

Dalam analisis ini, kita mencatat bahwa pasien yang terkena stroke tampaknya memiliki rentang usia antara 40 dan 80 tahun, dan terdapat peningkatan jumlah pasien di sekitar usia 70 tahun ke atas.

# Histogram distribusi usia pasien yang mengalami stroke
plot_ly(stroke_data, x = ~age, type = "histogram", 
        marker = list(color = "salmon", 
                      line = list(color = "black", width = 1))) %>%
  layout(title = "Distribution of Stroke Patients by Age",
         xaxis = list(title = "Age"),
         yaxis = list(title = "Frequency"))

Visualization frekuensi hypertension dan juga heart disease berdasarkan stroke status

Analisis data menunjukkan bahwa pasien dengan penyakit jantung lebih sering mengalami stroke dibandingkan pasien dengan hipertensi.

# Hitung total orang dengan hipertensi dan penyakit jantung di seluruh dataset
total_hypertension <- sum(dataStroke$hypertension == 1)
total_heart_disease <- sum(dataStroke$heart_disease == 1)

# Kelompokkan data berdasarkan status stroke dan hitung jumlah orang dengan hipertensi dan penyakit jantung
plot_data <- dataStroke %>%
  group_by(stroke) %>%
  summarise(Hypertension = sum(hypertension),
            Heart_Disease = sum(heart_disease),
            Total = n()) %>%
  pivot_longer(cols = c(Hypertension, Heart_Disease),
               names_to = "Condition",
               values_to = "Frequency") %>%
  mutate(Total_Condition = ifelse(Condition == "Hypertension", 
                                  total_hypertension, total_heart_disease),
         Percentage = (Frequency / Total_Condition) * 100,
         Status = ifelse(stroke == 1, "Stroke", "Non-Stroke"))

# Buat plot interaktif dengan plotly
plot_ly(plot_data, x = ~Condition, y = ~Percentage, 
        color = ~Status, type = "bar", 
        text = ~paste0(round(Percentage, 1), "%"), 
        textposition = "outside",
        colors = c("Non-Stroke" = "salmon", "Stroke" = "indianred4")) %>%
  layout(title = "Percentage of Hypertension and Heart Disease",
         xaxis = list(title = "Condition"),
         yaxis = list(title = "Percentage"),
         legend = list(title = list(text = "Stroke Status")))